{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1223,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1223,"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"},"query_hash":"733f6cdce360","filters":{"topic":"Hemodynamic Monitoring and Therapy"}},"results":[{"id":"W2067090053","doi":"10.1007/s00134-014-3525-z","title":"Consensus on circulatory shock and hemodynamic monitoring. Task force of the European Society of Intensive Care Medicine","year":2014,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1770,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Intensive care; Shock (circulatory); Anesthesiology; Intensive care unit; Medical emergency; Pathology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.0167246862162652,"gpt":0.2779863477536953,"spread":0.2612616615374301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004513207,0.00040758,0.001087819,0.0001462336,0.0001138594,0.000002859746,0.0002374764,0.0001593948,0.00001086427],"category_scores_gemma":[0.003625461,0.0002496831,0.0002421247,0.0002704291,0.00166507,0.00001776717,0.0001147766,0.000600537,0.000002797847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050912,"about_ca_system_score_gemma":0.00009574961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000344416,"about_ca_topic_score_gemma":0.000006042157,"domain_scores_codex":[0.9974317,0.0002574582,0.000729659,0.0005153763,0.0007154203,0.0003504141],"domain_scores_gemma":[0.9868138,0.0005215078,0.0004145195,0.000914799,0.01110366,0.0002317209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.000938968,0.00006296091,0.1474013,0.004074895,0.001221317,0.0001078695,0.1586871,0.0001129662,0.5991626,0.0004495393,0.02008238,0.06769821],"study_design_scores_gemma":[0.01512639,0.00637546,0.2508455,0.02191333,0.001281766,0.0005185552,0.6602973,0.001583947,0.03471458,0.000258356,0.006368636,0.000716159],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794947,0.004932835,0.0001755513,0.008094857,0.002230149,0.0006083666,0.00002510998,0.0000682625,0.00437016],"genre_scores_gemma":[0.9932656,0.0002623734,0.00007312028,0.004717269,0.001310513,0.000007048227,0.00003081042,0.00007703479,0.0002561746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.564448,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171467831","doi":"10.1056/nejmoa021108","title":"A Randomized, Controlled Trial of the Use of Pulmonary-Artery Catheters in High-Risk Surgical Patients","year":2003,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1525,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Jewish General Hospital; University of Alberta; Université de Montréal; University of Calgary","funders":"","keywords":"Medicine; Randomized controlled trial; Pulmonary artery; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01758191440784266,"gpt":0.2566329570216956,"spread":0.239051042613853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002987959,0.0001457204,0.001959556,0.0002119377,0.00001826605,0.000002485394,0.00009494983,0.00008245097,0.00004381243],"category_scores_gemma":[0.002926764,0.00006477979,0.0003702748,0.000171277,0.0001793829,0.00004593526,0.000006938884,0.0004003975,2.11828e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003742135,"about_ca_system_score_gemma":0.0001692523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002551823,"about_ca_topic_score_gemma":0.000005332713,"domain_scores_codex":[0.9966305,0.001074808,0.001387215,0.00009273974,0.000661566,0.0001531083],"domain_scores_gemma":[0.9965352,0.00187387,0.001017956,0.0002103392,0.0002097055,0.0001528854],"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":[0.9577966,0.0005166157,0.02371971,0.0000202398,0.0003273225,0.00007895575,0.0005625552,0.00007702767,0.0001121848,0.00006044875,0.00009658211,0.0166317],"study_design_scores_gemma":[0.9923295,0.001557817,0.002119084,0.000606782,0.000446398,0.0001814819,0.00003201756,0.0001564301,0.0001094349,0.0002279552,0.00218297,0.00005014466],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958478,0.0003881367,0.0000869418,0.0008656023,0.001662437,0.0009437925,0.000001845535,0.000002396182,0.0002010663],"genre_scores_gemma":[0.9978469,0.0008587734,0.0001066018,0.00005137613,0.0008966583,0.000004988891,0.000001225179,0.00001199267,0.0002214794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03453283,"threshold_uncertainty_score":0.3503821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142823558","doi":"10.1097/aln.0b013e3182a10e26","title":"Relationship between Intraoperative Mean Arterial Pressure and Clinical Outcomes after Noncardiac Surgery","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1467,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Population Health Research Institute; McMaster University; Western University; Kidney Foundation of Canada","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perioperative; Acute kidney injury; Mean arterial pressure; Confounding; Blood pressure; Anesthesia; Cardiology; Internal medicine; Surgery; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.04270453885916032,"gpt":0.330180159091746,"spread":0.2874756202325857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000356908,0.0001277366,0.0005453132,0.0000550488,0.00004885955,0.00001347166,0.00003517264,0.0002536034,0.00009189182],"category_scores_gemma":[0.0002626574,0.00009134497,0.0001201719,0.00003976262,0.0001618293,0.00006194414,0.00001535533,0.0002307118,0.0001210834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000677011,"about_ca_system_score_gemma":0.00004514754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009818668,"about_ca_topic_score_gemma":0.000002624842,"domain_scores_codex":[0.9988387,0.0003127091,0.0003332476,0.0002457153,0.00007301647,0.0001965829],"domain_scores_gemma":[0.9976258,0.001902497,0.00005420807,0.0002291308,0.00005256655,0.0001357847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007026363,0.00002613361,0.9942048,0.00001124077,0.0001103922,0.00001975144,0.0001953836,8.208248e-8,0.00001289329,0.00003961859,0.0003185045,0.004990894],"study_design_scores_gemma":[0.0004126093,0.0001452219,0.9965478,0.0000155759,0.0001155055,0.00002426584,0.0000289539,0.000006739453,0.00001231832,0.0003723189,0.002224649,0.00009404474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982306,0.0001880695,0.000009325619,0.0008804588,0.0002930261,0.0002579322,0.000003007114,0.0000457126,0.00009183907],"genre_scores_gemma":[0.9980226,0.00003443879,0.0001942267,0.0004820029,0.0007865737,0.00005168877,0.00001984138,0.00001662857,0.0003920259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00489685,"threshold_uncertainty_score":0.372494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095167834","doi":"10.1038/ki.2009.159","title":"Fluid accumulation, survival and recovery of kidney function in critically ill patients with acute kidney injury","year":2009,"lang":"en","type":"article","venue":"Kidney International","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":1088,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Kidney Foundation of Canada; American Society of Nephrology","keywords":"Medicine; Acute kidney injury; Dialysis; Renal function; Odds ratio; Creatinine; Internal medicine; Kidney; Renal replacement therapy; Kidney disease; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01092689576431491,"gpt":0.2869591591257227,"spread":0.2760322633614078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001631931,0.0001465993,0.0002263963,0.0002314576,0.00002966787,0.00002132864,0.00008334561,0.00009656424,0.0001766802],"category_scores_gemma":[0.001722336,0.000127555,0.00004485582,0.0001426337,0.00004862727,0.0002172336,0.00001762253,0.0001572687,0.00000678272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075007,"about_ca_system_score_gemma":0.0003437769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004429946,"about_ca_topic_score_gemma":8.090302e-7,"domain_scores_codex":[0.9987558,0.00003462063,0.0003377747,0.0002543568,0.0004487516,0.0001687062],"domain_scores_gemma":[0.9983273,0.00003248159,0.000078278,0.0001668426,0.0008920471,0.0005030659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006258232,0.001186717,0.9192703,0.0000711335,0.000582053,0.00002508207,0.0002443343,0.00001048656,0.01273676,0.003718369,0.03280918,0.02308729],"study_design_scores_gemma":[0.006594681,0.001435691,0.9604756,0.0005406226,0.0001005728,0.00001302495,0.00002169939,0.001615282,0.001352868,0.001707116,0.02589292,0.0002499896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677292,0.000006792551,0.002784594,0.01952668,0.001443846,0.0003182081,0.0004249589,0.00005633629,0.007709456],"genre_scores_gemma":[0.9827715,0.00004210028,0.001686296,0.01378876,0.0002507781,0.000007623722,0.0008117977,0.00001762224,0.0006235237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04120518,"threshold_uncertainty_score":0.5201542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003238214","doi":"10.1177/0962280219889080","title":"Estimating the sample mean and standard deviation from commonly reported quantiles in meta-analysis","year":2020,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":881,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Arthritis Network; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Mental Health; Health Research Council of New Zealand; National Health and Medical Research Council; Medical Research Council; National Center for Medical Rehabilitation Research; Fonds de Recherche du Québec - Santé; National Institute on Disability and Rehabilitation Research; Agency for Healthcare Research and Quality; McGill University Health Centre; National Institutes of Health; National Institute of General Medical Sciences; H. Lundbeck A/S; Centers for Disease Control and Prevention; Chinese Diabetes Society; Alberta Health Services; Jewish General Hospital; Alberta Innovates; Cumming School of Medicine, University of Calgary; Universidade de Macau; Safe Work Australia; National Heart, Lung, and Blood Institute; Tehran University of Medical Sciences and Health Services; Bundesministerium für Bildung und Forschung; Deutsche Rentenversicherung; National Institute on Minority Health and Health Disparities; McGill University; Eli Lilly and Company; Fogarty International Center; Canadian Institutes of Health Research; University of Washington; Faculty of Medicine, McGill University; Ohio Board of Regents","keywords":"Standard deviation; Statistics; Quartile; Quantile; Standard error; Sample size determination; Sample mean and sample covariance; Meta-analysis; Pooled variance; Normal distribution; Sample (material); Mathematics; Econometrics; Medicine; Confidence interval; Estimator","retraction":null,"screen_n_in":null,"score":{"opus":0.09210624640005263,"gpt":0.3324955654968411,"spread":0.2403893190967885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004058485,0.0001346943,0.000681716,0.00006153515,0.00007810169,0.00004967853,0.00007419959,0.00005381383,0.00008372976],"category_scores_gemma":[0.0002635224,0.00008444405,0.0002127061,0.000378079,0.00003378023,0.00005491622,0.0000314623,0.0001880022,0.00000255972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476335,"about_ca_system_score_gemma":0.00002997713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168074,"about_ca_topic_score_gemma":0.0006255227,"domain_scores_codex":[0.9988015,0.000117792,0.0003885776,0.0002749307,0.0002759936,0.0001412349],"domain_scores_gemma":[0.9990618,0.0003213481,0.0001614922,0.0003120297,0.00005179787,0.00009158496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006972871,0.0001485326,0.8259709,0.0001798824,0.1080852,0.000200291,0.02080664,0.004248449,0.002160206,0.0003899923,0.0003910615,0.03672161],"study_design_scores_gemma":[0.003232267,0.0004918659,0.2353247,0.00006671788,0.1768271,0.0000266243,0.001503734,0.5732154,0.001385266,0.003091994,0.004206383,0.0006279386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676005,0.0009383896,0.02217984,0.008771806,0.00005444681,0.0002415694,0.00006810064,0.00006170564,0.00008363555],"genre_scores_gemma":[0.9897959,0.00001083043,0.009247358,0.0006610422,0.000133541,0.00001696525,0.0001061736,0.00001491948,0.00001329183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5906461,"threshold_uncertainty_score":0.3443528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146351148","doi":"10.1097/01.ccm.0000114996.68110.c9","title":"Pulmonary artery occlusion pressure and central venous pressure fail to predict ventricular filling volume, cardiac performance, or the response to volume infusion in normal subjects","year":2004,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":813,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Preload; Cardiology; Stroke volume; Central venous pressure; Cardiac output; Internal medicine; Cardiac index; Pulmonary artery; End-diastolic volume; Cardiac catheterization; Anesthesia; Pulmonary wedge pressure; Blood pressure; Hemodynamics; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.007945332818073627,"gpt":0.2567161602839283,"spread":0.2487708274658547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006199186,0.0003001832,0.0005791258,0.0002422237,0.0002664165,0.00002638225,0.0001776314,0.0002086774,0.0000767053],"category_scores_gemma":[0.001243675,0.0001782324,0.00007163967,0.0005268494,0.0001959372,0.0001101529,0.0001496619,0.0005688141,0.00001566997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144958,"about_ca_system_score_gemma":0.000228299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002255542,"about_ca_topic_score_gemma":0.000008571424,"domain_scores_codex":[0.9973758,0.0001992611,0.0004278282,0.0005037427,0.0007459604,0.0007473809],"domain_scores_gemma":[0.9983268,0.000254308,0.00003033637,0.0004866387,0.0002370203,0.0006648944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05460024,0.001470754,0.6543117,0.007700623,0.0004892643,0.02004113,0.08183111,0.01151159,0.04319189,0.0001046245,0.003913441,0.1208337],"study_design_scores_gemma":[0.004126733,0.009087099,0.8782315,0.004461674,0.0007417704,0.001154124,0.005865488,0.005768101,0.001182443,0.00001849701,0.08882366,0.000538948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822397,0.004984625,0.0003441906,0.01002609,0.000970298,0.001118242,0.00004181064,0.00008854976,0.0001864874],"genre_scores_gemma":[0.99691,0.0001579096,0.0001520271,0.0007403308,0.001165158,0.00006262767,0.00003888491,0.00004232148,0.0007307741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239198,"threshold_uncertainty_score":0.7268107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1571219820","doi":"10.1097/aln.0000000000000765","title":"Association of Intraoperative Hypotension with Acute Kidney Injury after Elective Noncardiac Surgery","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":772,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; Acute kidney injury; Odds ratio; Mean arterial pressure; Anesthesia; Dialysis; Renal function; Retrospective cohort study; Creatinine; Surgery; Blood pressure; Internal medicine; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01068601890947522,"gpt":0.2537990897943817,"spread":0.2431130708849065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377657,0.0001155236,0.0004532036,0.00009132907,0.00001960049,0.000002927273,0.00002849673,0.0001725744,0.00001125621],"category_scores_gemma":[0.0001909943,0.00008106994,0.00006533021,0.0001403492,0.00005389512,0.00004549576,0.000008419562,0.0001529531,0.00002264305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312255,"about_ca_system_score_gemma":0.000381187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006546937,"about_ca_topic_score_gemma":0.000001170797,"domain_scores_codex":[0.9991004,0.0001821334,0.0001761645,0.0001836638,0.0001601802,0.0001974903],"domain_scores_gemma":[0.9990727,0.0001432559,0.0001101791,0.0001663658,0.0003580411,0.0001495015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003357211,0.00009813535,0.9782586,0.00001172557,0.0004503183,0.0002166576,0.0007809345,0.000001345214,0.007120298,0.00001719774,0.006234969,0.003452614],"study_design_scores_gemma":[0.001274505,0.003074905,0.9425858,0.0001423536,0.0003265745,0.0002970632,0.0001392476,0.00005893341,0.04366272,0.0002981484,0.007888015,0.000251781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985567,0.00005649779,0.00002326175,0.0007845306,0.0001614788,0.0001581618,0.000007773281,0.00003185366,0.0002197122],"genre_scores_gemma":[0.9979509,0.00009576236,0.0003253765,0.0009064981,0.0001857016,0.00003092635,0.0000315276,0.00001757106,0.0004558034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03654242,"threshold_uncertainty_score":0.3305936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966653619","doi":"10.1097/01.anes.0000270724.40897.8e","title":"Incidence of Intraoperative Hypotension as a Function of the Chosen Definition","year":2007,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":708,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Perioperative; Anesthesia; Blood pressure; Cohort; Adverse effect; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01794589273147197,"gpt":0.2693109356851939,"spread":0.251365042953722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002940276,0.00005745964,0.0001706404,0.0000457168,0.00002996217,5.680304e-7,0.00004414701,0.0001000721,0.0000190458],"category_scores_gemma":[0.0001088367,0.00003538281,0.00004737452,0.0001111987,0.0001212838,0.00001743617,0.00001022965,0.0001000794,0.000009253268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170363,"about_ca_system_score_gemma":0.00005117333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165915,"about_ca_topic_score_gemma":0.000006455103,"domain_scores_codex":[0.9994631,0.00005915694,0.0001904915,0.00009692106,0.00009295737,0.00009734562],"domain_scores_gemma":[0.9994473,0.0001415591,0.00009309217,0.0001758897,0.0001170454,0.00002515651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00141651,0.0001697741,0.2937633,0.00004742364,0.00004969588,0.00003469154,0.0009966439,0.00001186971,0.6418546,0.005890834,0.00004584637,0.05571881],"study_design_scores_gemma":[0.0003665566,0.0009308881,0.9162757,0.00007682129,0.00002585844,0.0001401561,0.0001559242,0.00001852973,0.07927938,0.002474286,0.0002217001,0.00003423943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986497,0.0001111072,0.0001303766,0.0001521026,0.0001301208,0.0001239881,2.944705e-7,0.0000112096,0.000691113],"genre_scores_gemma":[0.999206,0.00005396938,0.0002435507,0.0003668483,0.00006626825,0.000002249056,0.00000279985,0.000005733305,0.00005260103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6225123,"threshold_uncertainty_score":0.1442869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016105042","doi":"10.1186/s13089-020-00163-w","title":"Quantifying systemic congestion with Point-Of-Care ultrasound: development of the venous excess ultrasound grading system","year":2020,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":645,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute","funders":"Fonds de Recherche du Québec - Santé","keywords":"Interventional radiology; Ultrasound; Point of care ultrasound; Medicine; Grading (engineering); Venous congestion; Radiology; Point of care; Internal medicine; Nursing; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02888279398183491,"gpt":0.2638709520696118,"spread":0.2349881580877768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009169049,0.0002907636,0.0006420612,0.00007783517,0.0006190391,0.00007976404,0.0004551215,0.0001097354,0.00001641403],"category_scores_gemma":[0.0003454548,0.0001534479,0.0001919714,0.0004108682,0.0002033113,0.0001111714,0.00002224494,0.0007262519,0.000006373295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413887,"about_ca_system_score_gemma":0.0005008798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002640805,"about_ca_topic_score_gemma":0.00000837214,"domain_scores_codex":[0.9974045,0.0002919088,0.0008449248,0.0002485392,0.0008316668,0.0003785189],"domain_scores_gemma":[0.9973127,0.0009186523,0.000773106,0.0004061747,0.0003789781,0.0002103411],"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":[0.001462912,0.0002288656,0.240448,0.004186769,0.001601814,0.0000525923,0.09738363,0.001369203,0.6482254,0.0009463493,0.00005882169,0.004035645],"study_design_scores_gemma":[0.01291393,0.00374354,0.2544715,0.03614889,0.002923954,0.1013228,0.2860766,0.0002930544,0.2983924,0.0001287318,0.001839816,0.001744804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928104,0.001832756,0.003534296,0.0002049038,0.0006924531,0.0005208503,0.00001203267,0.00005603725,0.0003362896],"genre_scores_gemma":[0.9980267,0.0001318086,0.001170588,0.00005923226,0.000510189,0.00001010051,0.000008278213,0.00005370146,0.00002938977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349833,"threshold_uncertainty_score":0.6257423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132190220","doi":"10.1016/j.jacc.2004.03.060","title":"Cardiac power is the strongest hemodynamic correlate of mortality in cardiogenic shock: A report from the SHOCK trial registry","year":2004,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":634,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiogenic shock; Cardiology; Internal medicine; Cardiac index; Ejection fraction; Blood pressure; Odds ratio; Hemodynamics; Cardiac output; Confidence interval; Shock (circulatory); Stroke volume; Univariate analysis; Mean arterial pressure; Myocardial infarction; Heart rate; Heart failure; Multivariate analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01367546691500709,"gpt":0.288050609279286,"spread":0.2743751423642789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001766283,0.0002286421,0.001759755,0.00008269145,0.00007749429,0.000004790584,0.000627497,0.0001297319,0.00000501501],"category_scores_gemma":[0.0004285678,0.0001154239,0.001412594,0.0004837303,0.0009346476,0.00003671332,0.0001074426,0.0008336762,7.476428e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084483,"about_ca_system_score_gemma":0.0008619218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005371,"about_ca_topic_score_gemma":0.00002611481,"domain_scores_codex":[0.9969175,0.0006845642,0.001209622,0.0002400734,0.000645566,0.0003026517],"domain_scores_gemma":[0.9960457,0.0005077741,0.001752209,0.001337499,0.0002685679,0.00008824579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03438237,0.0003198269,0.9164494,0.00004079347,0.01164132,0.002473491,0.001113026,0.01520943,0.01152261,0.000246893,0.005371326,0.001229483],"study_design_scores_gemma":[0.01842989,0.001792545,0.963248,0.0003091361,0.001527299,0.003687684,0.003245314,0.00007425009,0.0007301996,0.001094145,0.00561647,0.0002450712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910168,0.001066169,0.0001417289,0.004096888,0.002157189,0.0005398254,0.0002171143,0.000005880671,0.0007583724],"genre_scores_gemma":[0.9982539,0.0004250979,0.0001137512,0.0001582821,0.0008824962,0.000008983332,0.00000344105,0.00002618614,0.000127856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04679856,"threshold_uncertainty_score":0.470685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107728559","doi":"10.1007/s00134-007-0531-4","title":"Hemodynamic monitoring in shock and implications for management","year":2007,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":468,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Pulmonary artery catheter; Shock (circulatory); Intensive care medicine; Anesthesiology; Preload; Intensive care; Hemodynamics; Cardiac output; Stroke volume; Cardiology; Blood pressure; Internal medicine; Anesthesia; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.02415254937077757,"gpt":0.3484707112842846,"spread":0.324318161913507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002203813,0.0001399338,0.0002908219,0.0002598224,0.000049804,0.000003747565,0.0000555605,0.00006834927,0.000003290442],"category_scores_gemma":[0.000213219,0.0001150804,0.00003741051,0.0001786178,0.0000902005,0.00002290277,0.00002385357,0.0001433176,0.000001532984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189681,"about_ca_system_score_gemma":0.00001553528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006856213,"about_ca_topic_score_gemma":0.00001715051,"domain_scores_codex":[0.9990462,0.000006923227,0.000275416,0.0002727018,0.0001162878,0.0002824726],"domain_scores_gemma":[0.9985853,0.0001467793,0.00004276604,0.0002439515,0.0008431328,0.0001380583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005538122,0.00004632292,0.484569,0.0006914143,0.0001640962,0.0001712174,0.006848274,0.000006442917,0.02364933,0.002671726,0.0006947006,0.4799337],"study_design_scores_gemma":[0.005261206,0.0006161511,0.9379897,0.001516573,0.0001305735,0.0001418731,0.0452016,0.000164332,0.001616632,0.0009202947,0.006237456,0.0002036264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750426,0.002893558,0.01070689,0.007062811,0.0007489521,0.0008841291,0.000005332559,0.00006666926,0.002589023],"genre_scores_gemma":[0.9962408,0.0003494437,0.001563924,0.0008866777,0.0004998517,0.00005827487,0.00002852075,0.00002540692,0.0003471118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4797301,"threshold_uncertainty_score":0.4692844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531389434","doi":"10.1007/s00134-016-4573-3","title":"Conservative fluid management or deresuscitation for patients with sepsis or acute respiratory distress syndrome following the resuscitation phase of critical illness: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":443,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Health and Social Care Research and Development Division; Queen's University; Public Health Agency","keywords":"Medicine; Resuscitation; Intensive care medicine; Anesthesiology; Meta-analysis; Acute respiratory distress; Pain medicine; Sepsis; Critical illness; Respiratory distress; Intensive care; Emergency medicine; Anesthesia; Critically ill; Surgery; Internal medicine; Lung","retraction":null,"screen_n_in":null,"score":{"opus":0.09358337480939108,"gpt":0.4290568802510392,"spread":0.3354735054416481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000770648,0.0005941737,0.007329106,0.0004359207,0.0001477438,0.00001514781,0.0002130902,0.0001482182,0.0000395749],"category_scores_gemma":[0.0062885,0.0002116777,0.001092769,0.0009275306,0.0004262283,0.00007917926,0.00004561624,0.0001908569,0.000001625879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100989,"about_ca_system_score_gemma":0.000148497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001337214,"about_ca_topic_score_gemma":0.000007690674,"domain_scores_codex":[0.9961857,0.0005913471,0.001550414,0.0006315802,0.0007566479,0.0002842961],"domain_scores_gemma":[0.9893223,0.003797404,0.0008875967,0.0008266986,0.005004675,0.0001613172],"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":[0.0004029144,0.00006474201,0.000003647875,0.8020449,0.1895574,0.0002404075,0.0009638527,3.138444e-8,2.658853e-7,0.00004206899,0.0004008536,0.006278887],"study_design_scores_gemma":[0.002167373,0.002212812,0.000005864886,0.2725362,0.7161638,0.00002500339,0.003780696,0.000002325685,4.336276e-7,0.000007968151,0.002871192,0.0002262758],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001377366,0.9862114,0.00185678,0.001591812,0.0002185969,0.008985911,0.0009577962,0.00002822119,0.0000117715],"genre_scores_gemma":[0.003555932,0.9880251,0.0003089533,0.00278064,0.00005878383,0.003999422,0.0007956097,0.00009592657,0.0003796543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5295087,"threshold_uncertainty_score":0.8631965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119509742","doi":"10.1186/cc10291","title":"Clinical review: Update on hemodynamic monitoring - a consensus of 16","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":415,"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","funders":"Universitätsspital Zürich; University College London","keywords":"Medicine; Pulmonary artery catheter; Critically ill; Hemodynamics; Intensive care medicine; Cardiac output; Cardiology","retraction":null,"screen_n_in":null,"score":{"opus":0.1578719401596255,"gpt":0.4924404276827715,"spread":0.3345684875231461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004891441,0.0005084562,0.003505746,0.0001352522,0.00005131093,0.000008471949,0.0002551075,0.0006195845,0.0001250234],"category_scores_gemma":[0.001399781,0.0003877374,0.001305638,0.0002042262,0.0003513828,0.00001337708,0.0000705662,0.001274213,0.0002133266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499448,"about_ca_system_score_gemma":0.0004518752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001441231,"about_ca_topic_score_gemma":3.835086e-7,"domain_scores_codex":[0.9967037,0.0003883301,0.001451658,0.0006538659,0.0003623503,0.0004400902],"domain_scores_gemma":[0.9970043,0.0008748008,0.0002027014,0.001100648,0.0004019449,0.0004156557],"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":[0.00002653563,0.0001151599,0.00006673911,0.1566393,0.0001140294,0.0001186739,0.00001233064,4.39382e-9,9.266517e-8,0.0008535634,0.0004060479,0.8416475],"study_design_scores_gemma":[0.0003034675,0.0004125686,0.00001609119,0.2105516,0.002085303,0.0001136504,0.00003146603,9.552998e-7,0.000002450525,0.00005844107,0.7861416,0.0002824285],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005594924,0.9912237,0.00001872399,0.00009840487,0.001949828,0.0008014889,0.0001155071,0.00009084543,0.005645535],"genre_scores_gemma":[0.001529296,0.9961489,0.0006074727,0.0001665867,0.001108614,0.00007069777,0.0001121431,0.0001111996,0.0001450949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8413651,"threshold_uncertainty_score":0.9998574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104808192","doi":"10.1213/ane.0000000000005250","title":"Intraoperative Hypotension Is Associated With Adverse Clinical Outcomes After Noncardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Adverse effect; Anesthesia; MEDLINE; Intensive care medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03249532257892333,"gpt":0.2902672584374596,"spread":0.2577719358585362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195096,0.0002795031,0.0009332016,0.00006724611,0.00007354804,0.00001767121,0.00007421339,0.0002085741,0.0001237977],"category_scores_gemma":[0.0001547163,0.0001960889,0.0004183586,0.000314585,0.0001179072,0.00009063283,0.00001226618,0.0003730415,0.000152243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005014394,"about_ca_system_score_gemma":0.0001906404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003219825,"about_ca_topic_score_gemma":0.000002524057,"domain_scores_codex":[0.9981133,0.0002143765,0.0004621875,0.0004613806,0.0004119822,0.0003368251],"domain_scores_gemma":[0.9985806,0.0003987279,0.0001290933,0.0003165818,0.0001844143,0.0003905933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006881999,0.0001399511,0.9892742,0.00001389764,0.0004772278,0.003365136,0.0004905481,0.000002565484,0.0000327392,0.000008161079,0.002580267,0.002927096],"study_design_scores_gemma":[0.001086175,0.0003575115,0.9940452,0.0001461925,0.0002542069,0.0001066747,0.0001230168,0.0003357793,0.0001596683,0.000006817327,0.003125006,0.0002537589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847007,0.0001256628,0.00005686754,0.01451671,0.00005960978,0.0002534333,0.000002887467,0.0001462889,0.0001377915],"genre_scores_gemma":[0.9824393,0.0001521603,0.0002269265,0.01647913,0.0003049697,0.00002100184,0.00002976194,0.00005214454,0.0002946093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004770981,"threshold_uncertainty_score":0.7996272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005570206","doi":"10.1001/jama.2020.0930","title":"Effect of Reduced Exposure to Vasopressors on 90-Day Mortality in Older Critically Ill Patients With Vasodilatory Hypotension","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":340,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"National Institute for Health and Care Research","keywords":"Medicine; Randomized controlled trial; Anesthesia; Blood pressure; Intensive care unit; Norepinephrine; Permissive; Mean arterial pressure; Internal medicine; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01112364327577727,"gpt":0.2712427145334174,"spread":0.2601190712576401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842301,0.0001486272,0.0003611752,0.00005765765,0.00001870707,0.000006484451,0.00006835809,0.0001095459,0.00002338498],"category_scores_gemma":[0.00100142,0.0001048966,0.00005395618,0.0001677632,0.00002963159,0.0000379199,0.00002034395,0.0002361577,0.00001450173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004317797,"about_ca_system_score_gemma":0.00002863035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002739632,"about_ca_topic_score_gemma":0.000001072205,"domain_scores_codex":[0.9987589,0.0001416059,0.0002247285,0.000285633,0.0003950928,0.0001940452],"domain_scores_gemma":[0.9989659,0.0001654144,0.0000381221,0.0002864641,0.0003174705,0.0002266973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00365846,0.0006334144,0.8849873,0.0005089947,0.0001334395,0.0001279411,0.001886863,0.0001569265,0.02825425,0.00002781573,0.0008047236,0.07881989],"study_design_scores_gemma":[0.005179137,0.004439365,0.9526011,0.0004788396,0.00004523412,6.843042e-7,0.00002150977,0.0001545136,0.03685249,0.000003494436,0.0001114617,0.0001121907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970635,0.00002004113,0.00003059345,0.001571149,0.0001395212,0.0005575575,0.000008830227,0.00004156004,0.0005672557],"genre_scores_gemma":[0.9970756,0.000002648723,0.0001129149,0.002581619,0.0001460435,0.00001898077,0.00001136432,0.00002549161,0.00002535632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0787077,"threshold_uncertainty_score":0.4277557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331298217","doi":"10.1007/s00134-016-4326-3","title":"Experts’ opinion on management of hemodynamics in ARDS patients: focus on the effects of mechanical ventilation","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":337,"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":"Medicine; ARDS; Afterload; Vascular resistance; Cardiology; Hemodynamics; Pulmonary artery; Cardiac output; Mechanical ventilation; Central venous pressure; Anesthesia; Internal medicine; Shock (circulatory); Pulmonary artery catheter; Blood pressure; Lung; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.02656961575005739,"gpt":0.3453870643933781,"spread":0.3188174486433207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300473,0.0003827777,0.001723383,0.0003479496,0.00001987784,0.000001542592,0.0001906026,0.000253475,0.00001737393],"category_scores_gemma":[0.0009849353,0.0001889007,0.0003028941,0.0002529937,0.0001268164,0.00001255634,0.00005362234,0.0003341259,0.000006508917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724313,"about_ca_system_score_gemma":0.00005663494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002803102,"about_ca_topic_score_gemma":9.420187e-7,"domain_scores_codex":[0.9977403,0.0001802433,0.0008119686,0.0003877577,0.0006613064,0.0002184474],"domain_scores_gemma":[0.9968789,0.000832246,0.0004795858,0.0006815075,0.001052894,0.00007481516],"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":[0.0002326604,0.0001032506,0.00001896152,0.01669076,0.0002926666,0.00004338159,0.0004506182,1.837221e-7,0.00001413596,0.001572509,0.0004183611,0.9801625],"study_design_scores_gemma":[0.005247758,0.006959579,0.0002874877,0.7821167,0.0006735313,0.00001225895,0.002070202,0.0000234189,0.0003854722,0.0003542044,0.2015058,0.0003636445],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002196325,0.9890594,0.0002436067,0.0006817927,0.003832666,0.0029382,0.00002832624,0.00002651159,0.0009931749],"genre_scores_gemma":[0.03142189,0.9676297,0.00001702241,0.0002361471,0.0003048555,0.0001369304,0.0001349155,0.00005792723,0.00006065406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9797989,"threshold_uncertainty_score":0.7703146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180482224","doi":"10.1097/aln.0000000000000922","title":"Association between Intraoperative Hypotension and Myocardial Injury after Vascular Surgery","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":337,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Myocardial infarction; Anesthesia; Blood pressure; Mean arterial pressure; Confounding; Cardiology; Internal medicine; Surgery; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.02141544917763667,"gpt":0.2616551959070823,"spread":0.2402397467294456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006068581,0.0001013291,0.0003717264,0.00007007303,0.00002999914,0.000007071532,0.00002012073,0.0002165244,0.000007926271],"category_scores_gemma":[0.0002100553,0.00008063557,0.00006281693,0.00006246311,0.00003987503,0.00004013777,0.0000137192,0.0001438758,0.00004105892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007934953,"about_ca_system_score_gemma":0.00008132128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005591693,"about_ca_topic_score_gemma":7.482227e-7,"domain_scores_codex":[0.9991382,0.0001989014,0.0001567096,0.0001871609,0.0001317556,0.0001872522],"domain_scores_gemma":[0.9993345,0.0002323549,0.00004606022,0.0001383162,0.000113253,0.0001355791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523487,0.00001656447,0.9794813,0.000005787878,0.0001312949,0.00005206115,0.0003302463,7.242792e-7,0.0003570851,0.000005855078,0.0009731308,0.01849357],"study_design_scores_gemma":[0.0003426908,0.0003184392,0.9883144,0.00002199989,0.00009425521,0.00002255631,0.00003814957,0.00002090503,0.0006432433,0.0003351506,0.009749306,0.00009890626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998466,0.0004419166,0.0000128269,0.0006714444,0.0001961658,0.0001099612,0.00000175211,0.00004305603,0.00005688245],"genre_scores_gemma":[0.9981725,0.0002231657,0.0001322675,0.0006241961,0.0006789275,0.0000156738,0.00002073612,0.00001400594,0.0001185509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839466,"threshold_uncertainty_score":0.3288223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527672914","doi":"10.1001/jama.2016.12310","title":"Will This Hemodynamically Unstable Patient Respond to a Bolus of Intravenous Fluids?","year":2016,"lang":"en","type":"review","venue":"JAMA","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":325,"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; Vancouver Coastal Health; St. Paul's Hospital","funders":"","keywords":"Medicine; Resuscitation; Intravenous fluid; Perfusion; Fluid replacement; Bolus (digestion); Central venous pressure; Anesthesia; Meta-analysis; Internal medicine; Cardiology; Blood pressure; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01717029213494975,"gpt":0.3072511162561779,"spread":0.2900808241212282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003683675,0.0004447344,0.002127079,0.0003578812,0.00004552526,0.00002260314,0.0002760059,0.0005187074,0.0003553767],"category_scores_gemma":[0.0003077581,0.0002930158,0.0004718926,0.0003821354,0.00005859643,0.000072242,0.0001044655,0.0004440685,0.0002850663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004725198,"about_ca_system_score_gemma":0.0006896553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000844482,"about_ca_topic_score_gemma":0.000001746389,"domain_scores_codex":[0.9974015,0.0001652811,0.000898034,0.0005274492,0.0005202238,0.0004875287],"domain_scores_gemma":[0.9978868,0.0002604005,0.0002875828,0.0009740217,0.0002325382,0.0003586509],"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":[0.0001860672,0.0001640576,0.000001571031,0.005276634,0.0002321799,0.00008945666,0.0002292321,1.506478e-7,0.0001038683,0.0002417616,0.001685852,0.9917892],"study_design_scores_gemma":[0.0007545362,0.0008532962,0.000005556067,0.03285026,0.0002554975,0.0001261861,0.000007652499,0.00001077825,0.00003018423,0.00006522774,0.964749,0.0002918407],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007435958,0.9886268,0.0005487459,0.0003997864,0.000722169,0.001390042,0.0001996653,0.00008991946,0.007279319],"genre_scores_gemma":[0.0001842293,0.9892758,0.001262683,0.0002005486,0.0006548404,0.00010131,0.00005671091,0.0001182451,0.008145609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914973,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769142974","doi":"10.1097/aln.0000000000001985","title":"Period-dependent Associations between Hypotension during and for Four Days after Noncardiac Surgery and a Composite of Myocardial Infarction and Death","year":2017,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Myocardial infarction; Period (music); Anesthesia; Internal medicine; Surgery; Cardiology","retraction":null,"screen_n_in":null,"score":{"opus":0.03507259130038459,"gpt":0.2888129725090492,"spread":0.2537403812086647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678516,0.00008797582,0.0004067076,0.00006179699,0.0002116249,0.00001638491,0.00002048628,0.0001292317,6.394644e-7],"category_scores_gemma":[0.0001059451,0.00007741764,0.0000539793,0.000009606062,0.00007259156,0.00004891847,0.00002944052,0.00007297686,3.268078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605674,"about_ca_system_score_gemma":0.0000200044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009503017,"about_ca_topic_score_gemma":0.000002402563,"domain_scores_codex":[0.9994184,0.00005021921,0.0001557676,0.0001782193,0.0000612133,0.0001361745],"domain_scores_gemma":[0.9993725,0.0002287118,0.000112267,0.0001648557,0.00005576354,0.00006587867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731675,0.000008870245,0.9885314,0.00003689905,0.00008747596,0.00001540669,0.0001672361,2.524212e-7,0.004594322,0.000007203332,0.000003398347,0.006374412],"study_design_scores_gemma":[0.0007410476,0.000142142,0.9979635,0.00004512925,0.0001108315,0.0001150707,0.00001624454,0.00002131505,0.000517394,0.000133831,0.0001236639,0.00006977212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988664,0.0004658996,0.00001624785,0.0003283657,0.00008733446,0.0001929361,0.00001776477,0.000012255,0.0000127465],"genre_scores_gemma":[0.9989268,0.0004847349,0.0002267644,0.00004052941,0.0002486491,0.00002041822,0.00001367009,0.00001176324,0.00002668185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009432201,"threshold_uncertainty_score":0.3157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101476075","doi":"10.1186/s13741-015-0014-z","title":"Perioperative fluid therapy: a statement from the international Fluid Optimization Group","year":2015,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":305,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Pacira BioSciences; Masimo; University College London Hospitals NHS Foundation Trust; AcelRx Pharmaceuticals; Edwards Lifesciences; Purdue University","keywords":"Perioperative; Medicine; Intensive care medicine; Resuscitation; Intravascular volume status; Intensive care unit; Intravenous fluid; Blood pressure; Emergency medicine; Anesthesia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06212421371255639,"gpt":0.3287098647159734,"spread":0.266585651003417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007276045,0.0003347394,0.0004675459,0.00008251728,0.0002243694,0.00007393586,0.0002793928,0.00008336341,0.001839729],"category_scores_gemma":[0.0004370515,0.0001819982,0.00007277031,0.0002294346,0.0003403062,0.0001883593,0.00006319963,0.0002903835,0.00005447577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050877,"about_ca_system_score_gemma":0.0003218829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008851677,"about_ca_topic_score_gemma":0.0000592187,"domain_scores_codex":[0.9976773,0.000209484,0.0005075558,0.0004712961,0.0008472494,0.0002871605],"domain_scores_gemma":[0.9984259,0.0001717585,0.00009985602,0.0004247181,0.0005912957,0.0002864465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0103142,0.002442139,0.04878771,0.00005469393,0.004586696,0.0004724442,0.3794232,0.02634622,0.3600581,0.009995086,0.06143687,0.09608266],"study_design_scores_gemma":[0.03521594,0.006003199,0.009641261,0.0008473808,0.0002128963,0.0001185859,0.03843383,0.2429848,0.009090437,0.0000990949,0.6564438,0.0009087946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337877,0.006836901,0.05085238,0.08139709,0.00398785,0.002088749,0.0000888108,0.0002724436,0.02068801],"genre_scores_gemma":[0.9766467,0.002621969,0.005029706,0.006292775,0.003645443,0.0002468241,0.0007360511,0.00006830256,0.004712292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5950069,"threshold_uncertainty_score":0.9990727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161011276","doi":"10.1097/aln.0000000000000872","title":"Cardiac Output and Cerebral Blood Flow","year":2015,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":297,"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":"Cerebral blood flow; Medicine; Autoregulation; Cerebral autoregulation; Cerebral circulation; Hemodynamics; Cardiology; Intensive care medicine; Blood pressure; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06148730560350567,"gpt":0.3327751043628494,"spread":0.2712877987593437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003220698,0.0003342137,0.002282115,0.0001211615,0.00003560634,0.000008049727,0.00009874485,0.0006174797,0.00001205456],"category_scores_gemma":[0.0000453868,0.0002327758,0.0002758674,0.00008484458,0.00008484286,0.00001414094,0.00003493645,0.0003917991,0.0001261625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003555763,"about_ca_system_score_gemma":0.0003635913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003011606,"about_ca_topic_score_gemma":2.882504e-7,"domain_scores_codex":[0.998615,0.0002377675,0.0003160862,0.0004113176,0.0001114339,0.0003084022],"domain_scores_gemma":[0.9990723,0.0001061419,0.0001058047,0.0004458833,0.00004986781,0.0002200535],"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":[0.000009437917,0.00003488614,0.0007988803,0.002562673,0.000270545,0.0001957175,0.00004457185,3.024732e-8,1.484022e-7,0.00005184372,0.0006856997,0.9953456],"study_design_scores_gemma":[0.0003329841,0.0004437393,0.0001899239,0.001627714,0.001303563,0.001186059,0.000008880766,0.00000320112,2.844439e-7,0.00008580639,0.994613,0.0002048713],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003062485,0.9953313,8.260802e-7,0.0000326451,0.000411624,0.0004170206,0.00001030121,0.00007764329,0.000656144],"genre_scores_gemma":[0.0001011926,0.9966669,0.000294916,0.0000820163,0.0010025,0.00005334996,0.0001321595,0.00006190164,0.001605063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951407,"threshold_uncertainty_score":0.9492321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891769142","doi":"10.1161/jaha.118.009961","title":"Alterations in Portal Vein Flow and Intrarenal Venous Flow Are Associated With Acute Kidney Injury After Cardiac Surgery: A Prospective Observational Cohort Study","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":270,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Hazard ratio; Acute kidney injury; Intensive care unit; Confidence interval; Cardiology; Prospective cohort study; Internal medicine; Cardiac surgery; Intensive care; Surgery; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.009371933785885541,"gpt":0.2703532717813383,"spread":0.2609813379954528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345696,0.000128206,0.000690043,0.0001342227,0.0001210923,0.00004271825,0.00004748294,0.00004684591,0.000009436184],"category_scores_gemma":[0.0007123449,0.00008987344,0.0001323682,0.0005026547,0.00007472541,0.0001500611,0.0000162634,0.0003425111,0.000001271585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007540673,"about_ca_system_score_gemma":0.0004667592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009440826,"about_ca_topic_score_gemma":0.00005858572,"domain_scores_codex":[0.9982618,0.0003576864,0.0003990533,0.0001502643,0.0006304664,0.0002007175],"domain_scores_gemma":[0.9984043,0.0001808804,0.0005796099,0.0001319135,0.0005867619,0.0001165903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005986525,0.0004421419,0.993959,0.000002143526,0.001022601,0.0000271835,0.001021776,0.000008079789,0.0001443195,4.261055e-7,0.002475698,0.0002980417],"study_design_scores_gemma":[0.0004605778,0.001156948,0.9966686,0.0001658561,0.0002603998,0.00003001375,0.0001694294,0.0007860641,0.00009058434,0.00002632687,0.00009254769,0.00009267792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970633,0.00001192426,0.00002147204,0.001950078,0.000388945,0.0004281348,0.0001037981,0.0000119688,0.00002035678],"genre_scores_gemma":[0.9983022,0.00001849783,0.0003119148,0.0005542612,0.0006288181,0.00003201641,0.00001657242,0.00001859326,0.000117143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002709637,"threshold_uncertainty_score":0.3664933,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2593118437","doi":"10.1097/sla.0000000000002220","title":"Effects of Intraoperative Fluid Management on Postoperative Outcomes","year":2017,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":265,"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 of Toronto","funders":"","keywords":"Medicine; Acute kidney injury; Anesthesia; Intubation; Pneumonia; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1356143709814689,"gpt":0.3857203291662924,"spread":0.2501059581848235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002966718,0.0001160781,0.0004772717,0.0001134813,0.00007791296,0.000009910754,0.00008242134,0.0000450817,0.00001765909],"category_scores_gemma":[0.0002166764,0.00008464331,0.0001632616,0.00003256372,0.00009750247,0.00006471322,0.00002693055,0.00007228196,0.00001136922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007501782,"about_ca_system_score_gemma":0.00002730243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004888231,"about_ca_topic_score_gemma":4.040742e-7,"domain_scores_codex":[0.9992183,0.00004086079,0.0002323702,0.0001477785,0.0002106161,0.0001500656],"domain_scores_gemma":[0.998907,0.0003384598,0.0001406914,0.0004138568,0.0001368854,0.00006308465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002561363,0.002951855,0.5002136,0.00238202,0.004321779,0.0009268045,0.002715213,0.00002219691,0.06519122,0.01210098,0.01583017,0.3907827],"study_design_scores_gemma":[0.0004394136,0.0002069514,0.5811872,0.0006082959,0.000025437,0.000001358936,0.00004846774,0.00001393344,0.41658,0.00009548618,0.0007118189,0.00008163534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910035,0.0001463154,0.00001572683,0.003219058,0.0003518137,0.0002206214,0.000005303199,0.00001302623,0.005024618],"genre_scores_gemma":[0.9972795,0.0007888957,0.00006397272,0.000583989,0.0000494556,0.00001373363,0.000003363094,0.00001205934,0.001204993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3907011,"threshold_uncertainty_score":0.3451654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171446894","doi":"10.1177/0962280211402548","title":"Confidence interval estimation for the Bland–Altman limits of agreement with multiple observations per individual","year":2011,"lang":"en","type":"article","venue":"Statistical Methods in Medical Research","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Ontario Ministry of Research and Innovation","keywords":"Confidence interval; Statistics; Quantile; Point estimation; Limits of agreement; Bland–Altman plot; Mathematics; Robust confidence intervals; Standard error; Interval estimation; Interval (graph theory); Econometrics; Level of measurement; Medicine; Nuclear medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.4464294343882807,"gpt":0.573171685688689,"spread":0.1267422513004083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009546593,0.0001001147,0.0002878129,0.000131565,0.0001012557,0.00001213275,0.0002778321,0.0001144526,0.0006562506],"category_scores_gemma":[0.02325095,0.00005744169,0.00003378151,0.0002799362,0.0007654647,0.00003376994,0.00006142422,0.0006817441,0.00000502328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006167578,"about_ca_system_score_gemma":0.0004127353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004661519,"about_ca_topic_score_gemma":0.0001024374,"domain_scores_codex":[0.9967114,0.0008299563,0.0004240978,0.000252482,0.001395402,0.0003866888],"domain_scores_gemma":[0.9818776,0.01708759,0.00005105976,0.0003096777,0.0004014309,0.0002726588],"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":[0.001503317,0.0005956877,0.02553037,0.000342424,0.0001612421,0.00004106218,0.003392449,0.000007507574,0.0005820809,0.0885487,0.0003282924,0.8789669],"study_design_scores_gemma":[0.005111304,0.003823267,0.6180181,0.00117222,0.000113356,0.00003206488,0.00201965,0.310664,0.005283707,0.05193586,0.001621343,0.0002051562],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02864034,0.00007640354,0.9685049,0.001337623,0.0001112163,0.0007933694,0.0000383242,0.00001114765,0.0004866475],"genre_scores_gemma":[0.4347582,0.00004152457,0.564775,0.0000694605,0.00005585395,0.0001871564,0.00001581639,0.00001021223,0.00008675085],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8787617,"threshold_uncertainty_score":0.9849766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2511066808","doi":"10.1186/s13054-016-1438-7","title":"Volume and its relationship to cardiac output and venous return","year":2016,"lang":"en","type":"review","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Mean circulatory filling pressure; Venous return curve; Cardiac output; Medicine; Stroke volume; Blood volume; Volume (thermodynamics); Cardiology; Blood pressure; Central venous pressure; Circulatory system; Blood flow; Hemodynamics; Cardiac function curve; Anesthesia; Internal medicine; Heart failure; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.08012172268472953,"gpt":0.3906348083134744,"spread":0.3105130856287448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001250167,0.000217647,0.0009593521,0.00008770524,0.00008790518,0.00002853448,0.00004753063,0.0003248544,0.000013869],"category_scores_gemma":[0.001016718,0.0001557731,0.0001367816,0.00007645262,0.00006012603,0.00002457973,0.00004533083,0.00034014,0.00009756937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157627,"about_ca_system_score_gemma":0.0001411698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002876589,"about_ca_topic_score_gemma":2.008203e-7,"domain_scores_codex":[0.9989065,0.00009761064,0.0002278424,0.0003566516,0.0001647543,0.0002466721],"domain_scores_gemma":[0.9987698,0.0003999345,0.00001859841,0.000258935,0.0001471344,0.0004056336],"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":[0.000005649303,0.000009790637,0.0002637873,0.01734367,0.00003403949,0.00004861459,0.0002273518,1.200699e-9,3.971275e-7,0.001072555,0.0002356797,0.9807585],"study_design_scores_gemma":[0.000116193,0.0002048396,0.0002633953,0.01404807,0.0005020796,0.0000665082,0.00006185829,9.595228e-7,4.269509e-7,0.00007701995,0.9844677,0.0001909203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003158703,0.9965155,0.00002442904,0.0004938663,0.0005229994,0.0004540693,0.0001439874,0.00005120398,0.001478136],"genre_scores_gemma":[0.01805197,0.9784497,0.0001014491,0.00005890382,0.0009938586,0.00005978023,0.00003861712,0.00005478791,0.002190943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842321,"threshold_uncertainty_score":0.6352243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791333831","doi":"10.1097/eja.0000000000000778","title":"Does goal-directed haemodynamic and fluid therapy improve peri-operative outcomes?","year":2018,"lang":"en","type":"review","venue":"European Journal of Anaesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; London Health Sciences Centre","funders":"Canadian Anesthesiologists' Society","keywords":"Medicine; Odds ratio; Confidence interval; Cochrane Library; Randomized controlled trial; Relative risk; Early goal-directed therapy; MEDLINE; Meta-analysis; Pneumonia; Internal medicine; Intensive care medicine; Septic shock; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.02975619584739661,"gpt":0.3332402102936988,"spread":0.3034840144463022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001395236,0.0006453645,0.00303438,0.0004025766,0.0001278082,0.0000420869,0.0003787589,0.0002286762,0.00006342056],"category_scores_gemma":[0.0002162554,0.0002961414,0.0006930925,0.0001636897,0.0003837813,0.00007419476,0.0000636362,0.0009555679,0.00006366304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126517,"about_ca_system_score_gemma":0.0003558604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005453071,"about_ca_topic_score_gemma":8.690792e-7,"domain_scores_codex":[0.9955947,0.001962324,0.001330788,0.000471688,0.0002293853,0.000411134],"domain_scores_gemma":[0.9975333,0.0002297017,0.001065676,0.0005126769,0.0003384455,0.0003201544],"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":[0.000162246,0.0001039726,0.0001944998,0.0005339553,0.000823526,0.00100573,0.0002635411,9.232626e-8,0.00006265413,0.00001255777,0.000206039,0.9966312],"study_design_scores_gemma":[0.002103979,0.01709808,0.002101307,0.005025657,0.0006069198,0.001511379,0.00005311646,0.00002221689,0.00001030624,0.00002544204,0.9709683,0.0004732889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07214672,0.9246809,0.00003747611,0.0002689943,0.001670281,0.0005497878,0.00001844376,0.00007333204,0.0005539993],"genre_scores_gemma":[0.002417085,0.9937043,0.001075601,0.0002552106,0.001323802,0.000004601115,0.00001732392,0.00016246,0.001039585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9961579,"threshold_uncertainty_score":0.9999491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149809698","doi":"10.1164/rccm.201010-1584ci","title":"Use of Central Venous Oxygen Saturation to Guide Therapy","year":2010,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":243,"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; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06183847230317727,"gpt":0.394105570702821,"spread":0.3322670983996437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573239,0.0003254823,0.002415616,0.0003538048,0.00005470633,0.00001478847,0.000149356,0.0001831008,0.0000326676],"category_scores_gemma":[0.001215401,0.0002040454,0.0003037931,0.0003312053,0.0006962703,0.00006949002,0.00001961072,0.0009453353,0.000001250401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107368,"about_ca_system_score_gemma":0.0006240558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004077243,"about_ca_topic_score_gemma":0.000001860315,"domain_scores_codex":[0.9974923,0.0002739818,0.001131066,0.0002401355,0.0005536466,0.0003088409],"domain_scores_gemma":[0.9971706,0.0006310735,0.000458366,0.0003341197,0.0007213017,0.0006845481],"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":[0.0001904599,0.00006757312,0.0001069055,0.001597182,0.0001154974,0.0001705442,0.0005769531,1.367886e-7,0.0002147367,0.00006896934,0.0001923584,0.9966987],"study_design_scores_gemma":[0.0004993426,0.01192919,0.0003071644,0.01009664,0.0006826336,0.0005182563,0.0005408797,3.682321e-7,0.00003373421,0.000006385631,0.9752195,0.0001658362],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01596793,0.9821657,0.0001959997,0.0004899067,0.000756267,0.0003148122,0.00001788921,0.00001098173,0.00008053648],"genre_scores_gemma":[0.01305443,0.9822441,0.001026515,0.001179169,0.002403371,0.000006848354,0.000008342565,0.00005331751,0.00002386895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9965329,"threshold_uncertainty_score":0.832073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2240373835","doi":"10.1378/chest.128.2.881","title":"Bedside Ultrasonography in the ICU","year":2005,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":234,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Ultrasonography; Intensive care medicine; Seldinger technique; Radiology; Surgery; Catheter","retraction":null,"screen_n_in":null,"score":{"opus":0.08359755252495396,"gpt":0.4035592142072147,"spread":0.3199616616822608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009240622,0.0002714685,0.0009678049,0.000309709,0.00008737706,0.00006921065,0.0002991362,0.000236459,0.00007007814],"category_scores_gemma":[0.00005601847,0.0001433731,0.0006596448,0.0003845581,0.00004850932,0.00003916438,0.000008049938,0.001915585,0.00005671937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354995,"about_ca_system_score_gemma":0.000306096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000382193,"about_ca_topic_score_gemma":0.000001739265,"domain_scores_codex":[0.998504,0.0001763932,0.0005380153,0.0001608502,0.0003081358,0.0003125798],"domain_scores_gemma":[0.9990832,0.0001969105,0.0002307025,0.0003164022,0.00003161572,0.0001411669],"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":[0.000003616792,0.00007963728,0.0001237697,0.001497145,0.00009784229,0.0002106081,0.0001868908,1.333527e-7,2.202012e-7,0.00001344021,0.0006167545,0.9971699],"study_design_scores_gemma":[0.0003311726,0.0000594606,0.0002436577,0.01113947,0.0003205589,0.006456906,0.00005853072,9.176698e-7,2.475196e-7,0.00002828449,0.9812279,0.0001328338],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001011656,0.9959782,0.0000334141,0.0003189137,0.0004501701,0.0002578117,0.00000246496,0.00001570632,0.002842155],"genre_scores_gemma":[0.0001126115,0.9949155,0.0004343384,0.000146308,0.004068791,0.00001885271,0.00001160406,0.00003873073,0.0002532347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9970371,"threshold_uncertainty_score":0.8322369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103076545","doi":"10.1213/ane.0b013e3182a9557e","title":"Predicting Fluid Responsiveness in Children","year":2013,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Preload; Stroke volume; Hemodynamics; Cardiac index; Central venous pressure; Cardiology; Blood pressure; Cardiac output; Heart rate; Anesthesia; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02649653815798618,"gpt":0.3183366751912153,"spread":0.2918401370332291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005556754,0.0006097689,0.002318075,0.0006188303,0.00007827982,0.00004736873,0.0003225263,0.0006115977,0.0001000366],"category_scores_gemma":[0.00006071692,0.0004844273,0.0005294457,0.0006883178,0.00006838074,0.00007973048,0.00002841809,0.0007479222,0.0003245438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471145,"about_ca_system_score_gemma":0.0005464082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003832461,"about_ca_topic_score_gemma":0.000002385839,"domain_scores_codex":[0.9971483,0.0003822322,0.0008349346,0.000675126,0.000390006,0.00056938],"domain_scores_gemma":[0.9983743,0.000189275,0.0002801359,0.0008408577,0.00007757941,0.0002378474],"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":[0.00003472975,0.0001287008,0.02827183,0.003557752,0.0003232967,0.0007329937,0.0000586309,8.567282e-7,0.000002217019,0.00009704018,0.0002066155,0.9665853],"study_design_scores_gemma":[0.0007720763,0.0002508779,0.02906435,0.02819367,0.001013164,0.007550804,0.00002198598,0.00005812437,0.000005136316,0.00003049965,0.9323121,0.0007271933],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03886539,0.9590588,0.000004980279,0.0001274015,0.00005551353,0.001498587,0.000002205657,0.0001442387,0.0002429378],"genre_scores_gemma":[0.0008974579,0.9964108,0.0001725979,0.0001058059,0.0006188194,0.0002573041,0.0001610864,0.0001530562,0.001223113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9658582,"threshold_uncertainty_score":0.9997607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898033497","doi":"10.1186/s13054-018-2171-1","title":"The meaning of blood pressure","year":2018,"lang":"en","type":"review","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Blood pressure; Critical closing pressure; Cardiology; Internal medicine; Vascular resistance","retraction":null,"screen_n_in":null,"score":{"opus":0.05747396686972918,"gpt":0.4037413394928437,"spread":0.3462673726231145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001338883,0.0001682662,0.0007725117,0.00002717864,0.00009387494,0.00001608558,0.0001560695,0.0002304181,0.00003095304],"category_scores_gemma":[0.0006385365,0.00009353151,0.0003223195,0.00008029685,0.0002247102,0.000009080926,0.00003911282,0.0003416099,0.00001828244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001140233,"about_ca_system_score_gemma":0.0001773619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003532624,"about_ca_topic_score_gemma":3.946417e-7,"domain_scores_codex":[0.9989859,0.00007806973,0.0002976425,0.0001996471,0.0002287121,0.0002100624],"domain_scores_gemma":[0.9986483,0.0004591896,0.00004204346,0.0004748142,0.0002717133,0.0001039004],"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":[0.0000061851,0.00002902228,0.000003825364,0.06805561,0.0003965446,0.00002802459,0.0001869002,5.439493e-9,8.517391e-7,0.006374015,0.0002164779,0.9247025],"study_design_scores_gemma":[0.0001052502,0.0001553684,5.782592e-7,0.01537919,0.005796053,0.00005137435,0.0001041338,0.000001196767,0.00001337888,0.00008464948,0.9782233,0.00008549951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002978038,0.9906633,0.000005737964,0.00004016654,0.0005189459,0.0002300466,0.00003160491,0.00003089997,0.00847628],"genre_scores_gemma":[0.001041239,0.997071,0.0001775518,0.00001230342,0.001102553,0.00002674752,0.0000195745,0.00003825729,0.0005108342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780068,"threshold_uncertainty_score":0.3814104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2831286437","doi":"10.1097/ccm.0000000000003276","title":"Deresuscitation of Patients With Iatrogenic Fluid Overload Is Associated With Reduced Mortality in Critical Illness*","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; Mount Sinai Hospital; St. Michael's Hospital","funders":"Public Health Agency","keywords":"Medicine; Odds ratio; Context (archaeology); Balance (ability); Mechanical ventilation; Retrospective cohort study; Intensive care medicine; Risk factor; Randomized controlled trial; Logistic regression; Internal medicine; Physical therapy","retraction":null,"screen_n_in":null,"score":{"opus":0.02367314264807792,"gpt":0.3519098109552112,"spread":0.3282366683071333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608563,0.0002065239,0.0005542332,0.0001375114,0.00007429514,0.000006086689,0.0000821853,0.0001459569,0.000197427],"category_scores_gemma":[0.002526181,0.0001389818,0.00005733939,0.0004378786,0.00116715,0.00007600556,0.0000158549,0.0002449031,0.000004304043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768308,"about_ca_system_score_gemma":0.0001665736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643071,"about_ca_topic_score_gemma":0.0000651464,"domain_scores_codex":[0.9978961,0.0001069279,0.0004164623,0.0003818302,0.0008114873,0.0003872043],"domain_scores_gemma":[0.9974339,0.0004234538,0.00004687899,0.000363289,0.001472047,0.0002604022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001907931,0.0007339846,0.9823031,0.0006719513,0.0002187168,0.0001244744,0.006043364,4.697791e-7,0.002758982,0.00197911,0.0002508791,0.003006982],"study_design_scores_gemma":[0.00752749,0.00608124,0.9752211,0.001943276,0.0005580814,0.00001046894,0.002921728,0.0001500009,0.004793565,0.0004685334,0.00005438356,0.000270137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996195,0.0002884241,0.0002958076,0.001502278,0.0003300073,0.0003020566,0.00003810355,0.00004734851,0.00100102],"genre_scores_gemma":[0.9988546,0.000005200562,0.0002136019,0.0004377808,0.0003177619,0.00001985509,0.0001043411,0.0000316349,0.000015194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007082059,"threshold_uncertainty_score":0.5667514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291284042","doi":"10.1007/s00134-022-06808-9","title":"How can assessing hemodynamics help to assess volume status?","year":2022,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Intravascular volume status; Preload; Hypovolemia; Pulmonary artery catheter; Central venous pressure; Cardiac output; Hemodynamics; Resuscitation; Hypervolemia; Pulmonary artery; Cardiology; Anesthesia; Pulmonary edema; Intensive care medicine; Blood volume; Lung; Internal medicine; Blood pressure; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.0994166749799146,"gpt":0.3946889622078388,"spread":0.2952722872279242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004080253,0.001107035,0.004628045,0.0009644442,0.0002635925,0.0001167078,0.0004790438,0.0004728935,0.0003848338],"category_scores_gemma":[0.004263758,0.0008499616,0.0006716131,0.001153789,0.0002422405,0.00008470698,0.0002925436,0.002186948,0.00002977321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367195,"about_ca_system_score_gemma":0.001743638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004667415,"about_ca_topic_score_gemma":0.00003551493,"domain_scores_codex":[0.9949982,0.000345489,0.0009441496,0.001242994,0.001355637,0.001113602],"domain_scores_gemma":[0.9932625,0.0005292526,0.0005395793,0.001403663,0.003222283,0.001042697],"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":[0.00002429888,0.00002383703,0.0001327785,0.01162208,0.0004679774,0.00123063,0.001702784,0.000001309414,0.00001271637,0.00002607148,0.007195559,0.97756],"study_design_scores_gemma":[0.0008086738,0.0009494621,0.00003252225,0.02912391,0.001907264,0.0007606482,0.03075871,0.00004759143,0.000001919217,0.000007993667,0.9349283,0.0006730333],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002373041,0.9834595,0.00101383,0.005019244,0.006045094,0.002031245,0.0002552687,0.00028086,0.001657665],"genre_scores_gemma":[0.000523331,0.9817905,0.0004429444,0.003926538,0.00328502,0.0003612405,0.002987274,0.0003566623,0.006326437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768869,"threshold_uncertainty_score":0.9993951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806722750","doi":"10.1097/aln.0000000000002298","title":"Defining an Intraoperative Hypotension Threshold in Association with Stroke in Cardiac Surgery","year":2018,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"","keywords":"Medicine; Stroke (engine); Cardiac surgery; Association (psychology); Anesthesia; Cardiology","retraction":null,"screen_n_in":null,"score":{"opus":0.01479549463314178,"gpt":0.265515654835201,"spread":0.2507201602020592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000731035,0.0001002531,0.0004045656,0.000163353,0.00003276378,0.000005350643,0.00003196247,0.0001824673,0.00001060137],"category_scores_gemma":[0.00008596457,0.0000768799,0.00002973424,0.0001514542,0.00004924653,0.00005949854,0.000006057172,0.0002072573,0.00002194414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380361,"about_ca_system_score_gemma":0.0001042619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003238675,"about_ca_topic_score_gemma":0.0001454831,"domain_scores_codex":[0.9990335,0.0001952897,0.0001831315,0.0002242782,0.0001051207,0.0002587096],"domain_scores_gemma":[0.9993933,0.0002697057,0.00005528418,0.0001591675,0.00007291126,0.00004958865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848536,0.00005946994,0.9900177,0.00000375018,0.00001559182,0.0001049713,0.0006909363,0.00000873411,0.002564284,0.00009681386,0.00004288295,0.006110036],"study_design_scores_gemma":[0.0004093648,0.0007877529,0.9935158,0.00007351227,0.000009130973,0.00002586714,0.0002471558,0.0003005246,0.004224012,0.00007114058,0.0002426961,0.0000930456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990485,0.0001330152,0.000003158802,0.0002394025,0.0001342065,0.0001215024,0.000001113622,0.00002879647,0.0002902704],"genre_scores_gemma":[0.9989977,0.00008542962,0.0002299073,0.0003771085,0.0001869033,0.00001568735,0.00002285934,0.00001497409,0.00006939872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00601699,"threshold_uncertainty_score":0.3135071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W319003747","doi":"10.1097/01.sla.0000149933.22895.96","title":"Effects of Intravenous Fluid Restriction on Postoperative Complications: Comparison of Two Perioperative Fluid Regimens","year":2005,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Fluid restriction; Perioperative; Intravenous fluid; Anesthesia; Surgery; Internal medicine; Hyponatremia","retraction":null,"screen_n_in":null,"score":{"opus":0.1388584003860525,"gpt":0.3838949490660835,"spread":0.245036548680031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000342159,0.0003545272,0.001609081,0.0005482949,0.00007009415,0.000007908521,0.0001258431,0.0004183438,0.00002335446],"category_scores_gemma":[0.0002401087,0.0003151133,0.0003731642,0.0003125042,0.0002265185,0.00005990329,0.00002083724,0.0007951413,0.0000118815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006372137,"about_ca_system_score_gemma":0.0002842566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002463601,"about_ca_topic_score_gemma":0.000001227444,"domain_scores_codex":[0.9974113,0.0003008076,0.001025759,0.0003894371,0.0005614317,0.0003113346],"domain_scores_gemma":[0.996204,0.001629775,0.0006807635,0.0005866991,0.0008232328,0.00007551249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001041478,0.002206545,0.002768348,0.00236615,0.001564282,0.0001343047,0.003516528,0.0002140467,0.1248249,0.0004225108,0.8369687,0.02397224],"study_design_scores_gemma":[0.001629023,0.002873548,0.01855336,0.008308189,0.0003093389,0.00004241471,0.0002186292,0.0004550676,0.797268,0.00007918581,0.1695392,0.0007240469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.787921,0.004034922,0.0001352288,0.203917,0.0007326426,0.001169862,0.0001566846,0.00006148696,0.001871225],"genre_scores_gemma":[0.9362856,0.003796117,0.0002301841,0.05678292,0.001453083,0.00008654073,0.0005960412,0.00008852105,0.0006810061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6724431,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979833484","doi":"10.1016/j.jcrc.2014.04.008","title":"Limited echocardiography–guided therapy in subacute shock is associated with change in management and improved outcomes","year":2014,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Resuscitation; Dobutamine; Septic shock; Shock (circulatory); Inotrope; Intensive care unit; Medical prescription; Anesthesia; Randomized controlled trial; Randomization; Prospective cohort study; Internal medicine; Sepsis; Hemodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.02953879908172107,"gpt":0.3277311093949122,"spread":0.2981923103131912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694293,0.0001401654,0.0004808404,0.0003589923,0.00002205105,0.00002230741,0.00006529992,0.00009664121,0.000008270335],"category_scores_gemma":[0.000103332,0.00009593165,0.000109329,0.0002578986,0.00005702259,0.00008179768,0.00001234369,0.0003159028,3.383466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683493,"about_ca_system_score_gemma":0.0000173961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004166699,"about_ca_topic_score_gemma":0.00001582404,"domain_scores_codex":[0.9988886,0.00009458647,0.0003342384,0.0001401847,0.0003007666,0.000241687],"domain_scores_gemma":[0.999301,0.0001367838,0.00006069437,0.0001359137,0.0002225273,0.0001430414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00036793,0.0001965561,0.9775199,0.0001718177,0.0001470809,0.0003543499,0.00170959,9.273724e-7,0.0001448441,0.0001289048,0.00001939764,0.01923872],"study_design_scores_gemma":[0.006809578,0.001382008,0.9895271,0.0004057891,0.00009029557,0.0000380509,0.0007330609,0.0003420024,0.0001839514,0.00022395,0.0001352729,0.000128929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958156,0.0006983022,0.00007240291,0.00265598,0.0001298289,0.0002090488,0.000003485461,0.00001193545,0.0004034534],"genre_scores_gemma":[0.9981307,0.0002257457,0.0004569812,0.001033966,0.00009756425,0.00001003685,0.000002195572,0.0000193162,0.000023447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910979,"threshold_uncertainty_score":0.3911979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166862635","doi":"10.1681/asn.2004121053","title":"Intradialytic Blood Volume Monitoring in Ambulatory Hemodialysis Patients","year":2005,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":194,"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":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodialysis; Confidence interval; Randomized controlled trial; Poisson regression; Dialysis; Population; Ambulatory; Rate ratio; Dialysis adequacy; Internal medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.009890440724998405,"gpt":0.2605762225500007,"spread":0.2506857818250023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003770222,0.000123239,0.0006144101,0.00007362089,0.00004062515,0.000004218425,0.0002231568,0.00007085233,0.00001116371],"category_scores_gemma":[0.00003617622,0.00009025299,0.0005942759,0.0003458818,0.000346664,0.00006144232,0.00003796532,0.0004609705,0.000002020451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793549,"about_ca_system_score_gemma":0.0001298042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008834636,"about_ca_topic_score_gemma":0.000001654121,"domain_scores_codex":[0.9986851,0.00009586133,0.0005456192,0.0001149128,0.0003147548,0.0002437272],"domain_scores_gemma":[0.9986651,0.00008691003,0.0007536245,0.0002527872,0.0001450957,0.00009651744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002786757,0.0006553905,0.8992673,0.00002636283,0.0008402588,0.000004809393,0.001911255,0.0006227843,0.05137254,0.000001933706,0.002426622,0.04259209],"study_design_scores_gemma":[0.002742393,0.0007628017,0.9846451,0.00007332979,0.0002878391,0.00006920739,0.0003423767,0.001427239,0.00213531,0.000032055,0.007388176,0.0000941187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957851,0.000209998,0.00005147685,0.003632329,0.0002055167,0.00008037149,0.000001256421,0.000006409673,0.00002752319],"genre_scores_gemma":[0.9917356,0.0004222947,0.005090212,0.001548381,0.001108097,0.000001343044,3.026123e-7,0.00001733069,0.00007640602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08537787,"threshold_uncertainty_score":0.368041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149750434","doi":"10.1378/chest.126.5.1563","title":"Pulse Pressure Variation Predicts Fluid Responsiveness Following Coronary Artery Bypass Surgery","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary; Brandon University; Brandon Regional Health Authority","funders":"","keywords":"Medicine; Coronary artery bypass surgery; Pulse pressure; Cardiology; Artery; Variation (astronomy); Internal medicine; Blood pressure; Anesthesia","retraction":null,"screen_n_in":null,"score":{"opus":0.01986833821369052,"gpt":0.2657615681357884,"spread":0.2458932299220979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008900181,0.0001707346,0.0003390761,0.0001755983,0.0002192293,0.00006192843,0.00009077412,0.0001567612,0.00006158643],"category_scores_gemma":[0.0002717344,0.0001494413,0.0002333613,0.000161556,0.00002852782,0.0002387418,0.00001659391,0.0004542877,0.00002504005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833801,"about_ca_system_score_gemma":0.0006086129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001148526,"about_ca_topic_score_gemma":6.59051e-7,"domain_scores_codex":[0.9985333,0.0001059339,0.0003794593,0.0002011778,0.0004439386,0.0003362053],"domain_scores_gemma":[0.9990292,0.0001761718,0.000130386,0.0002494649,0.0001259973,0.0002887576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006793901,0.002047009,0.3980806,0.0008720161,0.004699697,0.02178743,0.006791955,0.00409952,0.463734,0.0002408917,0.002521997,0.08833101],"study_design_scores_gemma":[0.004077711,0.0002934598,0.9690282,0.001099979,0.0003675061,0.006296414,0.000116095,0.0002598153,0.005959203,0.0006960093,0.01151866,0.0002869527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900087,0.001148021,0.004333987,0.001585773,0.002439341,0.0001150449,0.000003988219,0.00007783627,0.0002873168],"genre_scores_gemma":[0.9965072,0.0001900893,0.0007230933,0.0001878981,0.001635702,0.00000872016,0.00001510271,0.00003798027,0.0006942017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5709476,"threshold_uncertainty_score":0.609404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095236451","doi":"10.1097/00000539-200002000-00021","title":"The Use of Transesophageal Echocardiography for Preload Assessment in Critically Ill Patients","year":2000,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Preload; Pulmonary wedge pressure; Intensive care unit; Cardiology; Stroke volume; Population; Pulmonary artery catheter; Intravascular volume status; Cardiac output; Internal medicine; Anesthesia; Pulmonary artery; Heart failure; Hemodynamics; Ejection fraction","retraction":null,"screen_n_in":null,"score":{"opus":0.01741596225888894,"gpt":0.2826376013026821,"spread":0.2652216390437932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002492899,0.0001511171,0.0003203189,0.0001016631,0.00008555622,0.00002395214,0.0001114215,0.00009273562,0.00002471518],"category_scores_gemma":[0.0000384063,0.00010825,0.0002500659,0.0002511334,0.00009877088,0.00007076545,0.000002087082,0.0001531328,0.000002858166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003581114,"about_ca_system_score_gemma":0.00007120166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424378,"about_ca_topic_score_gemma":0.000004718845,"domain_scores_codex":[0.9987354,0.00007722115,0.0003702511,0.0002204406,0.0002894367,0.0003073031],"domain_scores_gemma":[0.9989305,0.0002730126,0.00003951432,0.0003322388,0.0003261607,0.00009862648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001210316,0.0009421536,0.7329708,0.0001229028,0.0002393096,0.0001307018,0.0003040616,0.0001206348,0.0001625965,0.001303185,0.0006831648,0.2618102],"study_design_scores_gemma":[0.001770143,0.0006937459,0.9733618,0.00009919588,0.00008377902,0.00001670374,0.00002913961,0.001253537,0.0001664481,0.0002201642,0.02218795,0.0001173946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963802,0.0001551506,0.000389845,0.002180363,0.00002587345,0.0006299432,0.000004133612,0.00003024042,0.0002042794],"genre_scores_gemma":[0.9953683,0.0004296743,0.002817261,0.0009941163,0.00005498689,0.00007898352,0.00001949691,0.00002635583,0.0002108255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616928,"threshold_uncertainty_score":0.4414305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2707065610","doi":"10.1097/ccm.0000000000002554","title":"Incorporating Dynamic Assessment of Fluid Responsiveness Into Goal-Directed Therapy: A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Winnipeg Regional Health Authority; Health Sciences Centre; University Hospital; Western University; University of Manitoba","funders":"","keywords":"Medicine; Meta-analysis; Clinical trial; Randomized controlled trial; Population; Relative risk; Intensive care medicine; Stroke (engine); MEDLINE; Mechanical ventilation; Absolute risk reduction; Physical therapy; Emergency medicine; Internal medicine; Confidence interval","retraction":null,"screen_n_in":null,"score":{"opus":0.1300618423269082,"gpt":0.4899691979553304,"spread":0.3599073556284222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002604163,0.0007997477,0.01870848,0.0006468882,0.0001933432,0.00003026141,0.0004049585,0.0004310363,0.0001410704],"category_scores_gemma":[0.005145737,0.0004496273,0.001983152,0.0008064534,0.000706614,0.00005684377,0.0001030757,0.000779736,0.000002860548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877201,"about_ca_system_score_gemma":0.0006355089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001022437,"about_ca_topic_score_gemma":0.00001042233,"domain_scores_codex":[0.9940138,0.001647531,0.002229999,0.0008205919,0.0009427416,0.0003453068],"domain_scores_gemma":[0.9931614,0.002168604,0.000937823,0.00200324,0.001336817,0.0003921364],"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":[0.00001042476,0.00004783426,0.00000470474,0.9245657,0.05780992,0.0001208476,0.0001159611,4.154633e-8,0.000004683134,0.0001672421,0.00001115384,0.01714153],"study_design_scores_gemma":[0.0003696267,0.0004880611,0.000009792236,0.215584,0.7779717,0.0001064351,0.000160249,0.000063924,5.711895e-7,0.00004365467,0.004889563,0.000312345],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000586729,0.9945925,0.0003530418,0.001177582,0.0001556523,0.003280016,0.00007275113,0.00009314877,0.0002694513],"genre_scores_gemma":[0.003613278,0.9934658,0.001043163,0.0002879698,0.000104734,0.0007966784,0.0003501577,0.00008855927,0.0002496955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7201618,"threshold_uncertainty_score":0.9997956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884479308","doi":"10.1007/s00540-018-2532-6","title":"Hypotension after induction of general anesthesia: occurrence, risk factors, and therapy. A prospective multicentre observational study","year":2018,"lang":"en","type":"article","venue":"Journal of Anesthesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Vysoká Škola Bánská - Technická Univerzita Ostrava","keywords":"Medicine; Anesthesia; Propofol; Anesthesiology; Blood pressure; Observational study; Sufentanil; Elective surgery; Prospective cohort study; Anesthetic; Diabetes mellitus; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04035097997873831,"gpt":0.2996198033448293,"spread":0.259268823366091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003892002,0.0001601311,0.0003882076,0.000155728,0.00007241669,0.00001564963,0.00006058176,0.0000888119,0.00002305726],"category_scores_gemma":[0.00006689658,0.0001039724,0.00009317144,0.0001706901,0.0001071794,0.0001567793,0.000005777509,0.0002525224,0.000001387538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004465218,"about_ca_system_score_gemma":0.0001079308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005690661,"about_ca_topic_score_gemma":0.000001394459,"domain_scores_codex":[0.9987498,0.0001223619,0.0004206505,0.000156665,0.0004119321,0.0001385753],"domain_scores_gemma":[0.9984106,0.00005980002,0.0004450571,0.0001496784,0.0008267698,0.0001080736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001670639,0.0007341192,0.9868392,0.00001190819,0.0001445188,0.0002853499,0.002949067,0.000002978808,0.002373661,0.000004478571,0.00007276269,0.004911352],"study_design_scores_gemma":[0.002422185,0.003363685,0.987729,0.00009273342,0.0001078815,0.002113367,0.0007032028,0.0001360327,0.002828074,0.00007154719,0.0003387868,0.00009356163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988409,0.0003882432,0.00002113119,0.0003041978,0.00009587231,0.0003315413,0.000001261697,0.00001024027,0.000006568639],"genre_scores_gemma":[0.9980705,0.0002727835,0.0009783304,0.00005778023,0.0005620974,0.000003417781,0.000001681973,0.00001306172,0.00004030855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004817791,"threshold_uncertainty_score":0.4239872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1487397418","doi":"10.1113/jphysiol.2004.069302","title":"Intra‐pulmonary shunt and pulmonary gas exchange during exercise in humans","year":2004,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shunt (medical); Medicine; Pulmonary artery; Cardiology; Perfusion; Hypoxic pulmonary vasoconstriction; Cardiac output; Internal medicine; Pulmonary shunt; Arterial blood; Anesthesia; Lung; Hemodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.0132699943518659,"gpt":0.2633679172870195,"spread":0.2500979229351536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002990299,0.0001051817,0.0003136475,0.0001201318,0.00005767857,0.000002733749,0.0001056243,0.00006615442,0.00003391739],"category_scores_gemma":[0.0000119967,0.00006601792,0.00005266413,0.00008433935,0.0001028347,0.00005548842,0.00003638225,0.0003769815,0.000004366356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007312881,"about_ca_system_score_gemma":0.00004061655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006788021,"about_ca_topic_score_gemma":0.000003181362,"domain_scores_codex":[0.9992694,0.00006837835,0.0002672983,0.0000884371,0.0001067604,0.0001996747],"domain_scores_gemma":[0.9995648,0.00004230161,0.0001209308,0.0001578646,0.00003745474,0.00007666897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00121949,0.0002345787,0.001898155,0.0001418491,0.00003529343,0.000310964,0.001394927,0.0002232963,0.9878935,0.00003521561,0.000008979935,0.006603765],"study_design_scores_gemma":[0.002693156,0.0005091792,0.9657477,0.0009903548,0.00008944132,0.002045664,0.0007944765,0.0001303572,0.01719847,0.009430293,0.0002103674,0.0001605265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957584,0.002776751,0.00000959666,0.001013023,0.0001636975,0.00009985852,6.821673e-7,0.000007909545,0.000170042],"genre_scores_gemma":[0.9934013,0.005887272,0.00007828981,0.00006966387,0.0004699326,0.000002214642,9.759364e-7,0.00001412937,0.00007620163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.970695,"threshold_uncertainty_score":0.2692133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965123693","doi":"10.1097/01.ccm.0000227646.98423.98","title":"Central venous pressure: A useful but not so simple measurement","year":2006,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Central venous pressure; Simple (philosophy); Venous pressure; Intensive care medicine; Blood pressure; Internal medicine; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.09458279362688207,"gpt":0.3849814143786995,"spread":0.2903986207518174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005211704,0.0007721728,0.003363266,0.0002214713,0.0001902755,0.00003670643,0.0002956303,0.0006126644,0.0002916888],"category_scores_gemma":[0.00142919,0.0005449693,0.0005777627,0.0002831366,0.0005910746,0.00003351098,0.00006306633,0.001176853,0.00005421818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746938,"about_ca_system_score_gemma":0.001052326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004035817,"about_ca_topic_score_gemma":0.00001299411,"domain_scores_codex":[0.9949781,0.0002442223,0.001067838,0.0008396505,0.001788125,0.001082091],"domain_scores_gemma":[0.9970601,0.0003798002,0.0001232072,0.0009659303,0.0006941573,0.0007767972],"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":[0.0000559967,0.0003122287,0.00002816043,0.08024012,0.0003520896,0.0008141044,0.0002604485,4.671041e-7,0.000008411668,0.0004626941,0.005250789,0.9122145],"study_design_scores_gemma":[0.001129495,0.001028964,0.00004677862,0.02467178,0.006057082,0.0003026974,0.0001437488,0.00001321208,0.00001225772,0.00003809568,0.9661215,0.0004343793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000184517,0.99281,0.0006123645,0.0007763057,0.001994577,0.001191808,0.000147642,0.0002246356,0.002224264],"genre_scores_gemma":[0.01386788,0.9760167,0.0001038296,0.0005018223,0.007977644,0.0001725349,0.0006062437,0.0001947566,0.0005585886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9608707,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246180320","doi":"10.1213/00000539-200002000-00021","title":"The Use of Transesophageal Echocardiography for Preload Assessment in Critically Ill Patients","year":2000,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Preload; Pulmonary wedge pressure; Intensive care unit; Cardiology; Stroke volume; Population; Cardiac output; Intravascular volume status; Internal medicine; Pulmonary artery catheter; Anesthesia; Pulmonary artery; Heart failure; Hemodynamics; Ejection fraction","retraction":null,"screen_n_in":null,"score":{"opus":0.01741596225888894,"gpt":0.2826376013026821,"spread":0.2652216390437932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002492899,0.0001511171,0.0003203189,0.0001016631,0.00008555622,0.00002395214,0.0001114215,0.00009273562,0.00002471518],"category_scores_gemma":[0.0000384063,0.00010825,0.0002500659,0.0002511334,0.00009877088,0.00007076545,0.000002087082,0.0001531328,0.000002858166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003581114,"about_ca_system_score_gemma":0.00007120166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424378,"about_ca_topic_score_gemma":0.000004718845,"domain_scores_codex":[0.9987354,0.00007722115,0.0003702511,0.0002204406,0.0002894367,0.0003073031],"domain_scores_gemma":[0.9989305,0.0002730126,0.00003951432,0.0003322388,0.0003261607,0.00009862648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001210316,0.0009421536,0.7329708,0.0001229028,0.0002393096,0.0001307018,0.0003040616,0.0001206348,0.0001625965,0.001303185,0.0006831648,0.2618102],"study_design_scores_gemma":[0.001770143,0.0006937459,0.9733618,0.00009919588,0.00008377902,0.00001670374,0.00002913961,0.001253537,0.0001664481,0.0002201642,0.02218795,0.0001173946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963802,0.0001551506,0.000389845,0.002180363,0.00002587345,0.0006299432,0.000004133612,0.00003024042,0.0002042794],"genre_scores_gemma":[0.9953683,0.0004296743,0.002817261,0.0009941163,0.00005498689,0.00007898352,0.00001949691,0.00002635583,0.0002108255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616928,"threshold_uncertainty_score":0.4414305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137226731","doi":"10.1164/rccm.200211-1360cc","title":"Clinical Usefulness of Respiratory Variations in Arterial Pressure","year":2004,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Respiratory system; Blood pressure; Intensive care medicine; Cardiology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07441998770357787,"gpt":0.425487684618772,"spread":0.3510676969151941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00181922,0.0004056671,0.004125179,0.0005914202,0.00005363122,0.00001045797,0.0002369857,0.0003436778,0.00006246072],"category_scores_gemma":[0.002171957,0.0002817746,0.000480575,0.0005535089,0.001837796,0.0000813021,0.00004121249,0.001519581,0.000001466818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261104,"about_ca_system_score_gemma":0.001715798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000247922,"about_ca_topic_score_gemma":0.00000243256,"domain_scores_codex":[0.9950306,0.0010007,0.002604369,0.0003768161,0.0006587888,0.0003286902],"domain_scores_gemma":[0.9960289,0.0013748,0.0009581677,0.0004404013,0.0006467174,0.0005510296],"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":[0.0002978462,0.0002222054,0.001443481,0.01271411,0.0002826394,0.0005117789,0.0004601501,5.641835e-7,0.000006720213,0.0006771867,0.00004667534,0.9833366],"study_design_scores_gemma":[0.003892925,0.01298578,0.001981458,0.06324417,0.003720047,0.0004110902,0.001175566,9.094061e-7,0.000003974843,0.0001178795,0.9121188,0.0003474382],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006067119,0.9917263,0.0002895779,0.0001642786,0.001215244,0.0003272554,0.00003192681,0.00001226653,0.0001659996],"genre_scores_gemma":[0.1148044,0.8794098,0.0004494342,0.0006016746,0.004600255,0.00002307836,0.00000887254,0.00008952423,0.00001300613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9829892,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106344857","doi":"10.1186/s13054-014-0624-8","title":"Fluid balance, intradialytic hypotension, and outcomes in critically ill patients undergoing renal replacement therapy: a cohort study","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Renal replacement therapy; Intensive care unit; Confidence interval; Odds ratio; Acute kidney injury; Cohort; Cohort study; Logistic regression; Dialysis; Internal medicine; Comorbidity","retraction":null,"screen_n_in":null,"score":{"opus":0.01256685483324634,"gpt":0.2941151116858479,"spread":0.2815482568526016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003121502,0.000192152,0.0004642121,0.00009621349,0.00008712408,0.00003614869,0.00006351116,0.00009072411,0.00002621347],"category_scores_gemma":[0.003516301,0.0001538773,0.00005136138,0.0000965423,0.00011586,0.00004993982,0.00003704928,0.0002330986,0.00000765468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312555,"about_ca_system_score_gemma":0.00005717947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550745,"about_ca_topic_score_gemma":0.00001576009,"domain_scores_codex":[0.9983109,0.000144763,0.0003485554,0.0004386121,0.0003984008,0.0003588048],"domain_scores_gemma":[0.9981374,0.0005407004,0.00001533993,0.0003591236,0.0006999518,0.0002474876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068706,0.0004874487,0.992387,0.00008569239,0.00003522996,0.00003346563,0.0005595683,7.439583e-7,0.0001427972,0.0004427434,0.00004864343,0.005569805],"study_design_scores_gemma":[0.005860404,0.002434023,0.9886448,0.0001640736,0.00006253883,0.000007485597,0.001179371,0.0006364639,0.00009858768,0.0003925423,0.0003208743,0.0001987811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960378,0.0001648532,0.0001945626,0.001517822,0.0003038852,0.0006761208,0.000004577998,0.00005866753,0.001041666],"genre_scores_gemma":[0.9968013,0.00003456317,0.0003748948,0.002531095,0.0001272934,0.00005056571,0.00001311813,0.00002839951,0.0000387377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005653534,"threshold_uncertainty_score":0.6274933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153407613","doi":"10.1016/j.athoracsur.2011.06.017","title":"Predictors of Low Cardiac Output Syndrome After Isolated Coronary Artery Bypass Surgery: Trends Over 20 Years","year":2011,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Ejection fraction; Cardiogenic shock; Odds ratio; Cardiology; Internal medicine; Artery; Coronary artery bypass surgery; Cohort; Surgery; Myocardial infarction; Heart failure","retraction":null,"screen_n_in":null,"score":{"opus":0.06533613000988436,"gpt":0.3171027160179019,"spread":0.2517665860080175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651517,0.0002664885,0.001065041,0.0004626725,0.00003437669,0.000007416439,0.0001577081,0.0001898715,0.0004019914],"category_scores_gemma":[0.00008796478,0.0002011226,0.0007804236,0.0004992334,0.0002288424,0.0001303332,0.0000548773,0.0002449273,0.00002527598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839368,"about_ca_system_score_gemma":0.0001395992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165706,"about_ca_topic_score_gemma":0.000001508806,"domain_scores_codex":[0.9977135,0.0003110563,0.0007213958,0.0002901056,0.0005029607,0.000460966],"domain_scores_gemma":[0.9977734,0.000691453,0.00032275,0.0008646698,0.0001578543,0.0001898771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004620657,0.0005609865,0.8693117,0.0002827048,0.002428213,0.0006721557,0.001158252,0.000002797251,0.0009459466,0.000002838923,0.01582829,0.1041854],"study_design_scores_gemma":[0.0001001398,0.0001609228,0.9914611,0.0006386485,0.0002015319,0.0001196432,0.0000624309,0.00005533433,0.005252995,0.00004149835,0.001666214,0.0002395148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958984,0.001560826,0.000009771055,0.0002710135,0.001443675,0.0001133276,0.0001166066,0.00008039671,0.0005059853],"genre_scores_gemma":[0.9968938,0.0005688565,0.00001473917,0.0001618471,0.0001963167,0.00002627706,0.0000525728,0.00006170302,0.002023951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221494,"threshold_uncertainty_score":0.820154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002230611","doi":"10.1097/ccm.0b013e3182772ab6","title":"The Role of Venous Return in Critical Illness and Shock—Part I","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Shock (circulatory); Intensive care medicine; Venous return curve; Disease; Critical illness; Cardiovascular physiology; Resuscitation; Cardiac output; Circulatory system; Hemodynamics; Critically ill; Cardiology; Internal medicine; Surgery","retraction":null,"screen_n_in":null,"score":{"opus":0.01886224937447783,"gpt":0.3472204365685897,"spread":0.3283581871941119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942252,0.0001240319,0.0003597898,0.0000574535,0.0001055546,0.000005248392,0.00007001679,0.0001066746,0.00006369753],"category_scores_gemma":[0.002609789,0.00007609249,0.00003391688,0.0001265604,0.000886546,0.00004441684,0.00003050115,0.0003162428,0.00000336041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005218155,"about_ca_system_score_gemma":0.00004086768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006989112,"about_ca_topic_score_gemma":0.000007490557,"domain_scores_codex":[0.9987084,0.00008247219,0.0003001642,0.0001574331,0.0003252095,0.0004262823],"domain_scores_gemma":[0.9980983,0.001118995,0.00001417275,0.0002722892,0.0001782201,0.000318005],"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":[0.0008600094,0.0009113398,0.3546788,0.001873474,0.00007061968,0.0002005612,0.02696629,2.375546e-7,0.01378745,0.154331,0.0006421226,0.445678],"study_design_scores_gemma":[0.01225852,0.009723008,0.2324026,0.008028677,0.001270681,0.001919068,0.2584116,0.0013954,0.03725265,0.02835848,0.4074256,0.001553747],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253266,0.05511074,0.00007391748,0.008226771,0.001352481,0.0002119817,0.000006565296,0.00003832693,0.009652564],"genre_scores_gemma":[0.998241,0.0001940131,0.00007225895,0.0002201847,0.001186864,0.00001703292,0.000005305133,0.00001809116,0.00004523247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441243,"threshold_uncertainty_score":0.3266515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051107208","doi":"10.1093/bja/aet442","title":"Evaluation of pulse pressure variation validity criteria in critically ill patients: a prospective observational multicentre point-prevalence study","year":2013,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Observational study; Intensive care; Mechanical ventilation; Prospective cohort study; Tidal volume; Point-of-care testing; Blood pressure; Pulse pressure; Critically ill; Respiratory rate; Heart rate; Emergency medicine; Internal medicine; Intensive care medicine; Respiratory system","retraction":null,"screen_n_in":null,"score":{"opus":0.0390749861793341,"gpt":0.3169201136569144,"spread":0.2778451274775803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002146059,0.0001109049,0.0003368905,0.0001145784,0.00004202756,0.00004667936,0.0001147779,0.00007414749,0.0003048454],"category_scores_gemma":[0.003710277,0.000115772,0.00008248846,0.0001725698,0.00003721555,0.0005040375,0.00001311057,0.0002422133,0.000002915455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018073,"about_ca_system_score_gemma":0.0002366373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004714987,"about_ca_topic_score_gemma":0.0000246857,"domain_scores_codex":[0.997155,0.0005720861,0.000719546,0.0001756295,0.001211824,0.0001659684],"domain_scores_gemma":[0.9892191,0.00007154377,0.0003199337,0.0001380189,0.01014707,0.0001042999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867167,0.003337873,0.937484,0.0001087724,0.0001270474,0.00005333348,0.001532089,0.00008612487,0.0004211855,0.00001676839,0.0001157746,0.05653037],"study_design_scores_gemma":[0.00500389,0.001218454,0.9844654,0.0007166315,0.0003479635,0.00008915056,0.0004487231,0.006799246,0.00005758002,0.0007503993,0.000009323041,0.00009328735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997695,0.0003429829,0.0001598184,0.000401685,0.000151901,0.001156196,0.00000896303,0.000007668621,0.00007582524],"genre_scores_gemma":[0.9978269,0.0001017867,0.001743843,0.0001258132,0.0001268654,0.00002983615,0.000005030397,0.00001500339,0.00002489105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05643708,"threshold_uncertainty_score":0.4721046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495427827","doi":"10.1161/circulationaha.104.526087","title":"Predictors of Low Cardiac Output Syndrome After Isolated Aortic Valve Surgery","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto East General Hospital; St. Michael's Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Odds ratio; Intra-aortic balloon pump; Intensive care unit; Inotrope; Internal medicine; Surgery; Cardiac surgery; Cardiogenic shock; Complication; Intra-Aortic Balloon Pumping; Myocardial infarction","retraction":null,"screen_n_in":null,"score":{"opus":0.01082413158733489,"gpt":0.2392579491499337,"spread":0.2284338175625988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001759072,0.00009194655,0.0002678493,0.0001201223,0.00001947893,0.000005293334,0.00002159498,0.00009934307,0.0000468751],"category_scores_gemma":[0.00003757324,0.00008782776,0.0002060236,0.0001464944,0.00002495645,0.0000746407,0.000005332775,0.00008182992,0.00003655029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009142346,"about_ca_system_score_gemma":0.00005576045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463704,"about_ca_topic_score_gemma":2.619786e-7,"domain_scores_codex":[0.9991831,0.00003466359,0.0002777297,0.0001496384,0.0002075533,0.0001473825],"domain_scores_gemma":[0.9994865,0.00005597461,0.0000755469,0.0002298867,0.00007393648,0.00007817518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929213,0.00006976807,0.9840382,0.00009264171,0.0001813724,0.000005737475,0.0002751441,0.0002759077,0.002752596,0.000003671343,0.00004770019,0.01220792],"study_design_scores_gemma":[0.0002244293,0.0000229147,0.9923102,0.0001659859,0.00008722925,0.00001607101,0.000008903311,0.006377422,0.0004607302,0.0000138881,0.0002335612,0.00007871445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997879,0.0003347271,0.0007300171,0.00008538218,0.0005542809,0.0001821709,0.000005243732,0.00007313493,0.0001560252],"genre_scores_gemma":[0.9994099,0.0000269977,0.00004764133,0.00002921584,0.0002935874,0.00001397161,0.0000405983,0.00002083874,0.000117321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121292,"threshold_uncertainty_score":0.3581512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1529736910","doi":"10.1023/a:1024260023851","title":"A Comparison of Statistical Modeling Strategies for Analyzing Length of Stay after CABG Surgery","year":2002,"lang":"en","type":"article","venue":"Health Services and Outcomes Research Methodology","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Ontario Ministry of Health and Long-Term Care","keywords":"Negative binomial distribution; Generalized linear model; Poisson regression; Statistics; Mathematics; Poisson distribution; Linear regression; Regression analysis; Log-linear model; Linear model; Proportional hazards model; Consistency (knowledge bases); Quasi-likelihood; Statistical model; Parametric statistics; Regression; Simple linear regression; Medicine; Population","retraction":null,"screen_n_in":null,"score":{"opus":0.5064902954872634,"gpt":0.5967557162960009,"spread":0.09026542080873745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005328031,0.0001196629,0.001171533,0.0003407071,0.00009503416,0.00001116853,0.00007360307,0.0001127767,0.00005369807],"category_scores_gemma":[0.0002045386,0.00009182958,0.00008651608,0.0001897655,0.0001254453,0.00005262016,0.00004258352,0.0002968383,6.533194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000038515,"about_ca_system_score_gemma":0.0001608669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658377,"about_ca_topic_score_gemma":0.0002946218,"domain_scores_codex":[0.9969489,0.001215575,0.0007206731,0.0002600187,0.0003215496,0.0005332844],"domain_scores_gemma":[0.992056,0.00705264,0.0001380151,0.0002377461,0.0003027132,0.0002128955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001524158,0.0003695403,0.8571651,0.01608675,0.0003264367,0.000009769702,0.0155153,0.0003254642,0.0003989599,0.003317483,0.00004813078,0.1049129],"study_design_scores_gemma":[0.002904519,0.002412368,0.147607,0.0009801269,0.00008991437,0.00001832158,0.02829754,0.8094555,0.000293375,0.006916845,0.0007419435,0.0002825716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154186,0.004941154,0.07801518,0.001023649,0.0001074203,0.0004051036,0.0000432327,0.00001409841,0.00003154843],"genre_scores_gemma":[0.9256397,0.001348135,0.07271655,0.0001335759,0.00005776661,0.00003723476,0.00001224943,0.00001675513,0.00003807268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.80913,"threshold_uncertainty_score":0.4018689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}