{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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":"247a77b39948","filters":{"venue":"Journal of Intensive Care"}},"results":[{"id":"W3194649749","doi":"10.1186/s40560-021-00555-7","title":"The Japanese Clinical Practice Guidelines for Management of Sepsis and Septic Shock 2020 (J-SSCG 2020)","year":2021,"lang":"en","type":"letter","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Septic shock; Medicine; Sepsis; Intensive care medicine; Clinical Practice; Internal medicine; Family medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1738339711818282,"gpt":0.464275368853446,"spread":0.2904413976716178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005829327,0.0003338832,0.001244168,0.00007414094,0.00008474346,0.00005777661,0.0001875733,0.0003902553,0.00004519586],"category_scores_gemma":[0.01535389,0.0001915211,0.001031973,0.0001277869,0.0001310045,0.0000678767,0.0001312359,0.001068528,0.000003207783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169142,"about_ca_system_score_gemma":0.000214135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107195,"about_ca_topic_score_gemma":0.000003792704,"domain_scores_codex":[0.9967611,0.0001541144,0.001783244,0.0003345947,0.0007057304,0.0002612436],"domain_scores_gemma":[0.9447555,0.002401008,0.001548068,0.0004291548,0.05073609,0.0001301978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003442588,0.00006244096,0.0006419843,0.0008260387,0.005309643,0.007897907,0.000475979,0.00000192146,0.000003585989,0.000002461437,0.9776545,0.006779264],"study_design_scores_gemma":[0.002384271,0.001576936,0.001515031,0.003568647,0.008094161,0.00240095,0.08202803,0.000009915238,0.00004346012,0.00001536312,0.8981994,0.0001638045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006569963,0.06401515,0.000008894604,0.9263873,0.001949943,0.0006848485,0.00006438908,0.000004704874,0.0003148808],"genre_scores_gemma":[0.001238821,0.04464003,0.006411263,0.9400736,0.005813289,0.00004120019,0.0001140979,0.00006858914,0.001599079],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08155205,"threshold_uncertainty_score":0.9929402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888766678","doi":"10.1186/s40560-018-0321-9","title":"Prolonged low-dose methylprednisolone treatment is highly effective in reducing duration of mechanical ventilation and mortality in patients with ARDS","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"U.S. Department of Veterans Affairs","keywords":"ARDS; Medicine; Mechanical ventilation; Methylprednisolone; Randomized controlled trial; Intensive care unit; Ventilation (architecture); Acute respiratory distress; Anesthesia; Intensive care medicine; Internal medicine; Lung","retraction":null,"screen_n_in":null,"score":{"opus":0.01386456039284327,"gpt":0.2936599385798033,"spread":0.27979537818696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013325,0.0001081504,0.0004163784,0.0002137064,0.0000165594,0.000005059544,0.00002495608,0.00008039684,0.00001038017],"category_scores_gemma":[0.0003603863,0.00007334017,0.00006000268,0.0001366222,0.00004547193,0.0001178531,0.0000117499,0.0001282256,4.513352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428958,"about_ca_system_score_gemma":0.0001119371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004204022,"about_ca_topic_score_gemma":0.00007361949,"domain_scores_codex":[0.998997,0.00007076938,0.0004512832,0.0001378123,0.0002397046,0.0001034783],"domain_scores_gemma":[0.9956735,0.0000252384,0.0003835675,0.0001059728,0.003744896,0.00006681101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009876002,0.0003186934,0.8698508,0.0001503835,0.0002631335,0.0001710918,0.01489295,0.000006577287,0.08967289,0.000009698862,0.00004055431,0.0147472],"study_design_scores_gemma":[0.004509116,0.00872318,0.7211128,0.0005614469,0.0001393251,0.00001441955,0.003365062,0.0000434405,0.2614435,0.00002556654,0.000008895056,0.00005318107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989573,0.0001064419,0.000102076,0.00009191337,0.000156638,0.0005623248,0.000006216005,0.000002275542,0.00001481152],"genre_scores_gemma":[0.9993644,0.000009441462,0.0003348193,0.0001932498,0.00006790444,0.000007650153,0.000008975851,0.000009200491,0.000004410344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717706,"threshold_uncertainty_score":0.2990725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787224227","doi":"10.1186/s40560-017-0270-8","title":"The Japanese Clinical Practice Guidelines for Management of Sepsis and Septic Shock 2016 (J-SSCG 2016)","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Septic shock; Medicine; Guideline; Audit; Intensive care; Workflow; Sepsis; Family medicine; Internal medicine; Intensive care medicine; Management; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.2920387346673977,"gpt":0.5685649587922983,"spread":0.2765262241249006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003055443,0.0001521172,0.0005046421,0.00007911826,0.0001119234,0.00003010856,0.0001597743,0.0000992647,0.00003885838],"category_scores_gemma":[0.1214817,0.00008937623,0.0003190085,0.0001166379,0.0002848483,0.0002657324,0.0001172441,0.0002986301,0.00001162663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007719876,"about_ca_system_score_gemma":0.0002473057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002911757,"about_ca_topic_score_gemma":0.0000161146,"domain_scores_codex":[0.9962709,0.0001485571,0.002703609,0.0001944732,0.0004824715,0.0001999647],"domain_scores_gemma":[0.911118,0.004426614,0.001945738,0.0003179041,0.08202192,0.0001698355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003834717,0.00006825692,0.0009725337,0.0001948583,0.001140816,0.000071736,0.001039541,0.000001927817,0.0002607732,0.00005056066,0.8964958,0.0958685],"study_design_scores_gemma":[0.006945906,0.006076675,0.00617347,0.001643687,0.003865928,0.000934536,0.3885806,0.0002920253,0.000351819,0.0002416403,0.5847081,0.0001855731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4337947,0.01736202,0.004976929,0.5302217,0.007872119,0.002839829,0.00008051937,0.00003146646,0.002820743],"genre_scores_gemma":[0.5915819,0.02292765,0.1788379,0.1927816,0.009822505,0.00003561631,0.00003843523,0.0001387941,0.003835616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3875411,"threshold_uncertainty_score":0.8859185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109445311","doi":"10.1186/s40560-015-0107-2","title":"The offering of family presence during resuscitation: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Journal of Intensive Care","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Odds ratio; Resuscitation; Anxiety; Randomized controlled trial; Confidence interval; Meta-analysis; Internal medicine; Emergency medicine; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.3448432402865937,"gpt":0.4861925099092637,"spread":0.14134926962267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002102718,0.0004974901,0.009634005,0.0005590022,0.000394853,0.00002829429,0.0006928783,0.0003207251,0.00001893899],"category_scores_gemma":[0.05968102,0.0002452458,0.003232698,0.001103712,0.0001894888,0.0001410518,0.0002838193,0.001586623,0.0000102911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382521,"about_ca_system_score_gemma":0.0008139271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199324,"about_ca_topic_score_gemma":0.00001827165,"domain_scores_codex":[0.9913248,0.003124182,0.004046911,0.0002832663,0.0008742401,0.0003466336],"domain_scores_gemma":[0.8873646,0.007126162,0.006634185,0.0007129729,0.09796653,0.0001955734],"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":[0.00001813257,0.000002565029,0.000003789507,0.9112412,0.0711431,0.00005346705,0.003095502,0.000001895131,3.17869e-7,0.00004144368,0.01421725,0.0001812838],"study_design_scores_gemma":[0.0001067843,0.0001057363,0.000003625252,0.3181446,0.5868924,0.00006152243,0.06177826,3.838695e-7,2.070209e-7,0.000007138431,0.03271972,0.000179647],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002121893,0.9955053,0.00001310167,0.0002386084,0.001183909,0.002572113,0.0002324828,0.000008425886,0.0002248887],"genre_scores_gemma":[0.00009594108,0.9966968,0.00004723249,0.0023883,0.0001097367,0.0001738914,0.00002431219,0.00004179894,0.0004219759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5930967,"threshold_uncertainty_score":1,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904714307","doi":"10.1186/s40560-018-0349-x","title":"Physical rehabilitation interventions in the intensive care unit: a scoping review of 117 studies","year":2018,"lang":"en","type":"review","venue":"Journal of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Toronto Rehabilitation Institute; University of Toronto; McMaster University","funders":"Canada Research Chairs; Canadian Lung Association","keywords":"Medicine; Psychological intervention; Strengthening the reporting of observational studies in epidemiology; Observational study; Physical therapy; Quartile; Rehabilitation; Intensive care unit; Randomized controlled trial; Intensive care medicine; Internal medicine; Confidence interval; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.1365385169572109,"gpt":0.4849722453975837,"spread":0.3484337284403727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007948231,0.0006646895,0.005194595,0.001107934,0.00008499348,0.00001961621,0.0005008056,0.0002373257,0.00002337825],"category_scores_gemma":[0.2869748,0.0004045546,0.004235776,0.001132498,0.0009311647,0.000153971,0.0001950182,0.001692367,0.00001964241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006724712,"about_ca_system_score_gemma":0.001305268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008458916,"about_ca_topic_score_gemma":0.0000550785,"domain_scores_codex":[0.9944297,0.001206719,0.002733777,0.0004186727,0.0008543978,0.0003567022],"domain_scores_gemma":[0.6189478,0.00223426,0.002394632,0.0004712019,0.3758702,0.00008187757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001253297,0.00006668715,0.00003311763,0.8350859,0.001406276,0.0003857203,0.04957143,1.717482e-7,0.000001838649,0.00003967486,0.03301257,0.08027128],"study_design_scores_gemma":[0.0004407291,0.001992474,0.00001488364,0.5474433,0.003990802,0.0005135636,0.4316694,1.083044e-7,0.000005503837,0.00001741374,0.01374005,0.0001718232],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003115254,0.9922844,0.00001601349,0.002588339,0.000992556,0.003387026,0.0001042401,0.000009188958,0.0003066946],"genre_scores_gemma":[0.0003851029,0.9720255,0.0001161557,0.02661056,0.0004936429,0.0001051382,0.0001718655,0.00007728145,0.00001473464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3820979,"threshold_uncertainty_score":0.9998406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769216997","doi":"10.1186/s40560-017-0261-9","title":"Use of wearable devices for post-discharge monitoring of ICU patients: a feasibility study","year":2017,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Kingston Health Sciences Centre; Health Sciences Centre; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Wearable computer; Medicine; Wearable technology; Observational study; Sleep (system call); Adverse effect; Physical medicine and rehabilitation; Computer science; Internal medicine; Embedded system","retraction":null,"screen_n_in":null,"score":{"opus":0.07275692398705012,"gpt":0.3615933332880595,"spread":0.2888364093010093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002298565,0.0002036692,0.0008546478,0.0002527945,0.0001329771,0.00003240702,0.0002433156,0.00008703943,0.00001455399],"category_scores_gemma":[0.1069643,0.000157577,0.0004809219,0.00006888078,0.000196399,0.0004229759,0.00009555658,0.000301754,0.000001184295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506108,"about_ca_system_score_gemma":0.000218173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449194,"about_ca_topic_score_gemma":0.00003999659,"domain_scores_codex":[0.9982246,0.00006903314,0.0008089222,0.0001969224,0.0004761664,0.000224378],"domain_scores_gemma":[0.7196809,0.0002161192,0.00122867,0.0003410017,0.2784389,0.00009446558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002940528,0.0004067534,0.9774496,0.0003993548,0.0005291976,0.0000328829,0.005842781,0.000001852717,0.009737757,0.000003232123,0.001283514,0.001372564],"study_design_scores_gemma":[0.003440711,0.005087493,0.661059,0.001714211,0.0004740609,0.00001547349,0.3069348,0.000002353281,0.02107788,0.0000077803,0.00008437167,0.0001019115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964343,0.0004715024,0.00003262624,0.0006827721,0.0009426292,0.001163981,0.0001656763,0.000004314452,0.0001021451],"genre_scores_gemma":[0.9974502,0.00002748204,0.0004268687,0.001867526,0.0001352045,0.00000703524,0.000009758461,0.00003000572,0.00004587704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3163906,"threshold_uncertainty_score":0.9005582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515214230","doi":"10.1186/s40560-016-0178-8","title":"One-year resource utilisation, costs and quality of life in patients with acute respiratory distress syndrome (ARDS): secondary analysis of a randomised controlled trial","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":67,"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":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"ARDS; Medicine; Acute respiratory distress; Intensive care medicine; Randomized controlled trial; Quality of life (healthcare); Respiratory distress; Emergency medicine; Surgery; Internal medicine; Lung; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.02100947321255848,"gpt":0.2805448631533685,"spread":0.25953538994081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007377951,0.0001522924,0.001946764,0.0005995907,0.00001994731,0.000006267443,0.00008979137,0.000110858,0.00008517787],"category_scores_gemma":[0.003807185,0.00008877806,0.0003915702,0.0002952244,0.0001465944,0.0001166827,0.00002572404,0.0001842364,2.658988e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173868,"about_ca_system_score_gemma":0.000390108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000121074,"about_ca_topic_score_gemma":0.0000275101,"domain_scores_codex":[0.997337,0.0003083346,0.001442939,0.0001686298,0.0006018376,0.0001412952],"domain_scores_gemma":[0.9901271,0.0003649054,0.001623467,0.000243272,0.007436827,0.0002044442],"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":[0.7658418,0.000140654,0.2235586,0.00008774397,0.004010761,0.00005441027,0.0009638518,0.000001213752,0.004212552,0.00001285548,0.0001673554,0.0009482521],"study_design_scores_gemma":[0.638886,0.003676804,0.3476141,0.0004658649,0.002256188,0.00000304816,0.005561186,9.309245e-7,0.001373614,0.000003406042,0.00006303684,0.00009583698],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998116,0.0003026678,0.00006765735,0.0001349011,0.00009304899,0.001025759,0.0001574437,0.000003031914,0.00009948017],"genre_scores_gemma":[0.9991613,0.00001384453,0.00004328234,0.0006787574,0.0000370508,0.00001051548,0.0000169866,0.00001338399,0.00002488286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269558,"threshold_uncertainty_score":0.4557831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112910680","doi":"10.1186/s40560-021-00538-8","title":"Predictors of failure with high-flow nasal oxygen therapy in COVID-19 patients with acute respiratory failure: a multicenter observational study","year":2021,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research","keywords":"Medicine; Fraction of inspired oxygen; Intubation; Confidence interval; Mechanical ventilation; Odds ratio; Oxygen therapy; Respiratory failure; Intensive care; SOFA score; Anesthesia; Logistic regression; Internal medicine; Intensive care unit; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03578020574931876,"gpt":0.2961660810587632,"spread":0.2603858753094445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875489,0.0002438691,0.0006771338,0.0002723788,0.00004570388,0.00002183811,0.0001414738,0.0001116639,0.0001465045],"category_scores_gemma":[0.0007136774,0.0001540601,0.0001353085,0.0003673054,0.00007842991,0.0002638916,0.00003901317,0.0004495181,0.000001499832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611208,"about_ca_system_score_gemma":0.001782848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001157562,"about_ca_topic_score_gemma":0.0002151378,"domain_scores_codex":[0.9977507,0.0001374542,0.0006915853,0.000262038,0.0009350039,0.0002232219],"domain_scores_gemma":[0.9836013,0.00007362407,0.0005774274,0.0002784109,0.01516384,0.0003054148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005978584,0.0004832234,0.970999,0.00006518375,0.001085393,0.003360883,0.007243514,0.00008241701,0.005063273,0.000003575783,0.005405343,0.0002296102],"study_design_scores_gemma":[0.03358275,0.01386996,0.8328889,0.0006897464,0.0004263461,0.0001540584,0.1036827,0.000005546373,0.007722777,0.000006481901,0.006718037,0.0002526875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974094,0.0002330863,0.0001396411,0.001201791,0.00025012,0.0006821514,0.00006688769,0.000008999885,0.000007907988],"genre_scores_gemma":[0.9866844,0.00001303779,0.001872803,0.01111599,0.0001635974,0.00001527994,0.00006485805,0.00003806747,0.00003194669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381101,"threshold_uncertainty_score":0.6282387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1916189630","doi":"10.1186/s40560-015-0106-3","title":"A survey on the resources and practices in pediatric critical care of resource-rich and resource-limited countries","year":2015,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Global Health and Surgery","field":"Medicine","cited_by":60,"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":"National Institutes of Health","keywords":"Developing country; High income countries; Medicine; Multinational corporation; Developed country; Low and middle income countries; Intensive care; Burden of disease; Health care; Family medicine; Limited resources; Environmental health; Business; Economic growth; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06690285571170405,"gpt":0.3625833725561026,"spread":0.2956805168443986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001335946,0.0001418341,0.0005217732,0.0002521969,0.00005696622,0.00002977062,0.00008515389,0.0001287152,0.000004790385],"category_scores_gemma":[0.0714529,0.00008656576,0.00005525066,0.0003081652,0.0002158515,0.00007254883,0.00005455605,0.0005636142,9.815881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008342645,"about_ca_system_score_gemma":0.0003025255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668877,"about_ca_topic_score_gemma":0.00009633173,"domain_scores_codex":[0.9979762,0.0004929493,0.0005721693,0.0001579332,0.0005457185,0.0002549862],"domain_scores_gemma":[0.9855095,0.003370708,0.0005665594,0.0001471267,0.01000236,0.0004037668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004548525,0.00002269265,0.9129725,0.0005551376,0.00002198153,0.0003537173,0.02893557,0.000004975011,0.000005736327,0.00002626386,0.0522167,0.0003362173],"study_design_scores_gemma":[0.001353669,0.002017152,0.6333922,0.0005067872,0.0001437349,0.0002976398,0.3454626,0.00001261715,0.00004944861,0.00001062181,0.01665281,0.0001006796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450988,0.03789284,5.017671e-7,0.01607106,0.00009507817,0.0001528087,0.00004028481,0.000004264685,0.0006443936],"genre_scores_gemma":[0.9885681,0.0005653668,0.00002207563,0.01053291,0.0002819234,0.000001130525,0.000006057384,0.00001246882,0.00001000105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.316527,"threshold_uncertainty_score":0.9363686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316332996","doi":"10.1186/s40560-016-0151-6","title":"Designing phase 3 sepsis trials: application of learned experiences from critical care trials in acute heart failure","year":2016,"lang":"en","type":"review","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Relypsa; Servier; Covis Pharma; Ministry of Defense; Bayer HealthCare; University of British Columbia; European Society of Cardiology; National Institutes of Health; Grifols; Medicines Company; GlaxoSmithKline","keywords":"Medicine; Intensive care medicine; Clinical trial; Sepsis; Heart failure; Septic shock; Psychological intervention; Clinical endpoint; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.3372683955525602,"gpt":0.5367666610256852,"spread":0.199498265473125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001513142,0.0004532304,0.008380906,0.0005591041,0.00004209789,0.00003662223,0.0002020023,0.0004396997,0.0002153986],"category_scores_gemma":[0.04758892,0.0002468886,0.002656952,0.0002566508,0.0001284766,0.0001151898,0.00004171097,0.0004933181,0.000013989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571245,"about_ca_system_score_gemma":0.0007226469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003773026,"about_ca_topic_score_gemma":0.000006400552,"domain_scores_codex":[0.9935147,0.001700047,0.003566689,0.0003934504,0.0005741443,0.0002509854],"domain_scores_gemma":[0.9796675,0.009217414,0.002619712,0.0003590941,0.007904199,0.0002320715],"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":[0.0008868063,0.000276071,0.0002072605,0.004522633,0.002555062,0.0005995321,0.01262749,2.78976e-7,0.0006041039,0.000009244769,0.009570596,0.9681409],"study_design_scores_gemma":[0.01010164,0.00338704,0.00002204312,0.1223713,0.01793568,0.0004403453,0.3096298,6.949489e-7,0.00705144,0.00003406302,0.5285614,0.000464629],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002144706,0.9936938,0.000306063,0.001653741,0.0006562666,0.001234676,0.0002919016,0.000007971796,0.00001093253],"genre_scores_gemma":[0.01785243,0.977721,0.002462574,0.0005071429,0.000951984,0.000307508,0.0001402357,0.00005361533,0.000003540105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676763,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996542528","doi":"10.1186/s40560-019-0417-x","title":"Neuromuscular electrical stimulation in critically ill traumatic brain injury patients attenuates muscle atrophy, neurophysiological disorders, and weakness: a randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"Universidade Federal de Sergipe; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Apoio à Pesquisa do Distrito Federal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de Brasília","keywords":"Medicine; Muscle atrophy; Randomized controlled trial; Atrophy; Intensive care unit; Traumatic brain injury; Weakness; Physical medicine and rehabilitation; Clinical trial; Muscle weakness; Electrical muscle stimulation; Tibialis anterior muscle; Stimulation; Muscle architecture; Physical therapy; Anesthesia; Internal medicine; Skeletal muscle; Surgery; Physiology","retraction":null,"screen_n_in":null,"score":{"opus":0.007703747459480316,"gpt":0.2691684091115298,"spread":0.2614646616520495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003922942,0.0003575733,0.002492813,0.0005479254,0.00004714423,0.00003710715,0.0001202823,0.000189262,0.00005827828],"category_scores_gemma":[0.1978449,0.0002433978,0.000813768,0.0002941474,0.0002708454,0.0001651853,0.00005501144,0.0008300206,0.00001134544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254516,"about_ca_system_score_gemma":0.0001415449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001071936,"about_ca_topic_score_gemma":0.000002340495,"domain_scores_codex":[0.9963797,0.0009861214,0.001327923,0.0003505077,0.0005840385,0.0003716614],"domain_scores_gemma":[0.9233896,0.002533228,0.0004937777,0.0001730662,0.07323029,0.0001800066],"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":[0.9839253,0.0003433391,0.003135767,0.0001118803,0.0002678607,0.0001356465,0.001038726,0.00002726126,0.007081396,0.00004963578,0.0008563687,0.00302682],"study_design_scores_gemma":[0.9294142,0.009618561,0.04677818,0.0004753844,0.0005618188,0.0000344909,0.01102492,0.001425141,0.00005121193,0.0002836045,0.0000619817,0.0002705305],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886601,0.0004770246,0.0001107295,0.00549554,0.000719848,0.004382324,0.000008079234,0.00001504496,0.000131326],"genre_scores_gemma":[0.9474568,0.0001310198,0.00008891377,0.05206265,0.0001300819,0.00004387441,0.00002685681,0.00004073746,0.00001908628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1974526,"threshold_uncertainty_score":0.9925475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2475111555","doi":"10.1186/s40560-016-0166-z","title":"A comparison of prognostic significance of strong ion gap (SIG) with other acid-base markers in the critically ill: a cohort study","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"National Institutes of Health; Department of Health, Government of Western Australia; Raine Medical Research Foundation; National Health and Medical Research Council; Wellcome Trust","keywords":"Critically ill; Cohort; Medicine; Critical illness; Cohort study; Intensive care medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02889296837769073,"gpt":0.3239241125975822,"spread":0.2950311442198915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003820297,0.0001365462,0.0005896459,0.0001417169,0.00001894424,0.000006760172,0.0001247547,0.00004184894,0.00005120577],"category_scores_gemma":[0.004506471,0.00006161487,0.0001185033,0.0001963758,0.0001874223,0.00006625005,0.00001216425,0.0002530754,0.00000165156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008942643,"about_ca_system_score_gemma":0.0001951235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002732246,"about_ca_topic_score_gemma":0.00004080501,"domain_scores_codex":[0.9983212,0.00017047,0.0006301433,0.0001379242,0.0005848976,0.0001553627],"domain_scores_gemma":[0.9877538,0.0003701274,0.0004518476,0.0002054828,0.01113874,0.0000799715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003299759,0.0003353866,0.9292585,0.0001266333,0.0001644391,0.0001717206,0.0018613,0.00001756055,0.06253386,0.00002331967,0.001539185,0.0006683749],"study_design_scores_gemma":[0.004714349,0.009389257,0.706144,0.003970088,0.0004139159,0.0001839925,0.2139784,0.00002601151,0.06084006,0.000008636457,0.0001986282,0.0001326796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947468,0.0004084799,0.001287467,0.002297153,0.0001193167,0.0007485999,0.00001233112,0.000004062366,0.0003757978],"genre_scores_gemma":[0.9978951,0.000009822801,0.0002398077,0.001725336,0.00007164792,0.00001355904,9.716523e-7,0.0000142751,0.00002949163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2231145,"threshold_uncertainty_score":0.5394992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895129830","doi":"10.1186/s40560-018-0334-4","title":"The future of driving pressure: a primary goal for mechanical ventilation?","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"ARDS; Plateau pressure; Medicine; Mechanical ventilation; Intensive care medicine; Randomized controlled trial; Tidal volume; Clinical trial; Ventilation (architecture); Continuous positive airway pressure; Compliance (psychology); Anesthesia; Lung; Internal medicine; Respiratory system; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01218232390294535,"gpt":0.2923677105460062,"spread":0.2801853866430609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469357,0.00008292457,0.000285551,0.00005661917,0.00008584174,0.00001109777,0.0001121425,0.00008482749,0.00003066627],"category_scores_gemma":[0.0007066606,0.00004809947,0.0002577652,0.00006204447,0.00006170479,0.00006493192,0.00002958954,0.0001766676,0.000001535464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761739,"about_ca_system_score_gemma":0.0002287864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.507068e-7,"about_ca_topic_score_gemma":0.00000362888,"domain_scores_codex":[0.9990897,0.00002181326,0.0004010426,0.00007910774,0.0002770269,0.0001313569],"domain_scores_gemma":[0.9865907,0.00007742855,0.0003983686,0.0001522802,0.01269071,0.00009050017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006989855,0.0001094636,0.009586535,0.0007186449,0.001412804,0.0001823242,0.006615186,0.000002861919,0.6388349,0.00403903,0.232819,0.0986894],"study_design_scores_gemma":[0.002608027,0.005323938,0.01215315,0.0006329179,0.0007521686,0.0005220532,0.0387151,0.00005121107,0.2042142,0.0006880016,0.7342073,0.0001319551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439532,0.01673951,0.01663876,0.008890063,0.01124994,0.001478549,0.00003710634,0.00002700528,0.0009859074],"genre_scores_gemma":[0.9922566,0.00006147254,0.001863139,0.002493959,0.002963531,0.000004029364,0.000004423869,0.00001822579,0.0003346551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013883,"threshold_uncertainty_score":0.196144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889656590","doi":"10.1186/s40560-018-0326-4","title":"Predictors and outcomes of early post-operative veno-arterial extracorporeal membrane oxygenation following infant cardiac surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Glenrose Rehabilitation Hospital; Children's Hospital Research Institute of Manitoba; Health Sciences Centre; Provincial Laboratory of Public Health; Manitoba Health; University of Manitoba; University of Alberta Hospital; University of Alberta","funders":"Women and Children's Health Research Institute","keywords":"Medicine; Extracorporeal membrane oxygenation; Confidence interval; Odds ratio; Logistic regression; Univariate analysis; Cardiac surgery; Surgery; Anesthesia; Cardiology; Internal medicine; Multivariate analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01184232794047792,"gpt":0.2430212450175739,"spread":0.231178917077096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002499899,0.0001577204,0.0006230724,0.0001895518,0.00003746126,0.00002882366,0.00008771176,0.0001011912,0.00003482979],"category_scores_gemma":[0.0007173324,0.000127668,0.0003057004,0.00009650482,0.00005488301,0.0003285867,0.00001792113,0.0001746363,0.000003252445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006217891,"about_ca_system_score_gemma":0.00006155066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796779,"about_ca_topic_score_gemma":0.00001058967,"domain_scores_codex":[0.9987438,0.00005698086,0.0006173701,0.0001044217,0.000321173,0.0001562651],"domain_scores_gemma":[0.9954715,0.0001815057,0.000239242,0.0001116083,0.003871028,0.0001251006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003405793,0.00002260042,0.6146216,0.0003201668,0.002851852,0.0003314868,0.0305051,0.0001212552,0.3453588,0.00006517291,0.002822306,0.002639146],"study_design_scores_gemma":[0.000726921,0.0006173398,0.8712251,0.0004480069,0.0004671238,0.0000883429,0.01670088,0.0002489786,0.1085097,0.00003836672,0.000516613,0.0004125912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958592,0.000583235,0.0001001328,0.00005447814,0.003135341,0.000111945,0.00005859142,0.00002056644,0.00007647975],"genre_scores_gemma":[0.9993441,0.00001806984,0.00009892167,0.0001481858,0.0003484827,0.000001878704,0.00001068366,0.00002515736,0.000004518914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2566036,"threshold_uncertainty_score":0.520615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408462100","doi":"10.1186/s40560-025-00776-0","title":"The Japanese Clinical Practice Guidelines for Management of Sepsis and Septic Shock 2024","year":2025,"lang":"en","type":"letter","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Septic shock; Surviving Sepsis Campaign; Sepsis; Intensive care medicine; Health care; Delphi method; Multidisciplinary approach; Intensive care; Clinical Practice; Grading (engineering); Medical emergency; Severe sepsis; Family medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1842669741832614,"gpt":0.4869314739641897,"spread":0.3026644997809283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005259837,0.0002605176,0.0009650281,0.0001418637,0.00006711583,0.00003719978,0.0001625661,0.0003262423,0.00002037168],"category_scores_gemma":[0.01339878,0.0001411512,0.0007917507,0.00009980628,0.0001107153,0.00004666615,0.00009714461,0.0008847343,0.000002031933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517759,"about_ca_system_score_gemma":0.000181009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001217002,"about_ca_topic_score_gemma":0.000002554391,"domain_scores_codex":[0.9974919,0.00009093732,0.001477688,0.0002380122,0.0005024126,0.0001990779],"domain_scores_gemma":[0.9522603,0.002632657,0.001119759,0.0003422781,0.04356993,0.00007504033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003559891,0.00004204339,0.0004099782,0.001103063,0.004943642,0.001548882,0.0002903696,0.000001157789,7.542169e-7,0.000007247267,0.9809983,0.01029862],"study_design_scores_gemma":[0.001863316,0.001295386,0.000753518,0.004710194,0.008339153,0.0004756478,0.05091326,0.000007049604,0.00002194376,0.00003165577,0.9314831,0.0001057973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001364451,0.03417895,0.00001188938,0.9599607,0.002530311,0.0007206731,0.00005612215,0.000003897138,0.001172984],"genre_scores_gemma":[0.0005327353,0.01915911,0.004253472,0.9673747,0.00283853,0.00003804134,0.00003854962,0.00003408682,0.005730761],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05062289,"threshold_uncertainty_score":0.9949118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382985171","doi":"10.1186/s40560-023-00677-0","title":"Association of body mass index with mortality of sepsis or septic shock: an updated meta-analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Overweight; Odds ratio; Confidence interval; Body mass index; Septic shock; Internal medicine; Confounding; Observational study; Sepsis; Obesity","retraction":null,"screen_n_in":null,"score":{"opus":0.137387651084628,"gpt":0.3934717367686132,"spread":0.2560840856839852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003652835,0.0001597526,0.001559063,0.0005015799,0.00002356299,0.00001029123,0.00008646424,0.00009842579,0.0006601191],"category_scores_gemma":[0.0008662743,0.00008793822,0.001086409,0.001111643,0.00003423489,0.0000990353,0.00001766357,0.0001682449,0.0000031467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560117,"about_ca_system_score_gemma":0.0001696729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450648,"about_ca_topic_score_gemma":0.0002736905,"domain_scores_codex":[0.9980245,0.0001143101,0.0007775736,0.0001548435,0.0007733766,0.000155433],"domain_scores_gemma":[0.9833838,0.000154527,0.001311586,0.0002752767,0.01474567,0.0001291446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003450451,0.0001326719,0.7710715,0.00004920775,0.2185564,0.0003059908,0.0009270385,0.0005671197,0.0009713566,0.000002983376,0.007035054,0.00003564359],"study_design_scores_gemma":[0.001373377,0.001632682,0.6746503,0.00004566703,0.2857589,0.00002030724,0.025182,0.0002263193,0.0109339,0.0000120015,0.00007677944,0.0000878154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973551,0.0003079828,0.00003841464,0.001860688,0.00006435439,0.0001685399,0.0001057807,0.0000102011,0.0000889572],"genre_scores_gemma":[0.9984925,0.00006532681,0.0001888702,0.0008190089,0.00003861284,0.000005628504,0.0001211374,0.0000163759,0.0002524712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09642122,"threshold_uncertainty_score":0.722784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118552152","doi":"10.1186/s40560-020-00523-7","title":"Music Use for Sedation in Critically ill Children (MUSiCC trial): a pilot randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Music Therapy and Health","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Health Economics; Stollery Children's Hospital; University of Alberta","funders":"Groupe canadien de recherche en soins intensifs; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Sedation; Randomized controlled trial; Music therapy; Intensive care; Physical therapy; Psychological intervention; Adverse effect; Anesthesia; Intensive care medicine; Surgery; Internal medicine; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.06452991134626035,"gpt":0.3722375846078875,"spread":0.3077076732616271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001604427,0.0001954682,0.002011046,0.0002606002,0.00006894414,0.00006548934,0.0001388437,0.0001607165,0.0009440096],"category_scores_gemma":[0.03312621,0.0001445957,0.0009057252,0.0001513371,0.00008262329,0.0001419417,0.00001755431,0.0004561679,0.000007070668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348243,"about_ca_system_score_gemma":0.0004751895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005724212,"about_ca_topic_score_gemma":0.0001346396,"domain_scores_codex":[0.9962488,0.001313523,0.001634404,0.0002371293,0.0002554906,0.0003106661],"domain_scores_gemma":[0.9754248,0.003137691,0.0007642706,0.0002238339,0.02031582,0.0001335949],"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":[0.9754493,0.0002693505,0.00002880074,0.00001629178,0.0005229476,0.0001049766,0.006206816,0.000003290001,0.0001936641,0.002043076,0.01401501,0.001146447],"study_design_scores_gemma":[0.9834272,0.003192719,0.0004181542,0.0001447695,0.0003020434,0.0001194972,0.01060186,0.000008845654,0.0000294376,0.0006119494,0.001004486,0.0001390932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97583,0.00139915,0.001514563,0.006578036,0.008289953,0.005929296,0.00004115401,0.00001134856,0.0004064527],"genre_scores_gemma":[0.9382797,0.0001335526,0.0006745079,0.05683343,0.003239796,0.0003330297,0.00004526004,0.00003884835,0.0004218841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0502554,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788332499","doi":"10.1186/s40560-018-0273-0","title":"Barriers and facilitators to early rehabilitation in mechanically ventilated patients—a theory-driven interview study","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto East General Hospital; Health Sciences Centre; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Rehabilitation; Psychological intervention; Context (archaeology); Psychology; Optimism; Knowledge translation; Qualitative research; Focus group; Medicine; Applied psychology; Nursing; Medical education; Clinical psychology; Social psychology; Physical therapy; Knowledge management","retraction":null,"screen_n_in":null,"score":{"opus":0.009721926794175249,"gpt":0.2880925593223863,"spread":0.278370632528211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005152078,0.0002083589,0.0005655329,0.0006302101,0.00005304642,0.00002233034,0.0001240149,0.00009059659,0.00009007287],"category_scores_gemma":[0.0835138,0.000170846,0.0001817742,0.0003979859,0.0001847601,0.0001430827,0.00009162874,0.0004053662,0.00002132341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808828,"about_ca_system_score_gemma":0.0001237033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940353,"about_ca_topic_score_gemma":0.00006906949,"domain_scores_codex":[0.9980042,0.0004054992,0.0007100631,0.0002637144,0.0003812247,0.0002353257],"domain_scores_gemma":[0.8793456,0.0002470041,0.0002206674,0.0001646054,0.119743,0.0002791042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005969981,0.0001994894,0.7844958,0.0001798417,0.0005914564,0.0003402071,0.1783588,0.000002159476,0.002851694,0.0001207575,0.008164482,0.01872535],"study_design_scores_gemma":[0.00293121,0.02175985,0.355904,0.001347417,0.0001961328,0.00002938822,0.6164923,0.00000425582,0.0005948261,0.0001701096,0.0004021412,0.000168342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958195,0.0001645286,0.0002156483,0.00213484,0.0005445514,0.0009748242,0.0000203539,0.0000102828,0.0001154762],"genre_scores_gemma":[0.9787708,0.000006891965,0.0002235903,0.02087998,0.00005500597,0.00001022555,0.000004961723,0.00002718678,0.0000213593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4381335,"threshold_uncertainty_score":0.9242061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945251753","doi":"10.1186/s40560-019-0379-z","title":"International Analgesia, Sedation, and Delirium Practices: a prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Vanderbilt Institute for Clinical and Translational Research; National Institutes of Health; Vanderbilt University Medical Center; Vanderbilt University","keywords":"Sedation; Delirium; Medicine; Sedative; Prospective cohort study; Anesthesia; Cohort; Benzodiazepine; Retrospective cohort study; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01305705267923153,"gpt":0.3154910827830734,"spread":0.3024340301038419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002629051,0.0001832408,0.0004780647,0.0003945453,0.00004158061,0.00004690297,0.0001151576,0.00007439036,0.0002338903],"category_scores_gemma":[0.06110058,0.0001475717,0.0001479098,0.0001875917,0.00008198353,0.0003273717,0.00006504709,0.0005255943,0.00003296597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753255,"about_ca_system_score_gemma":0.0002266289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003350592,"about_ca_topic_score_gemma":0.00001652621,"domain_scores_codex":[0.9984467,0.0000820035,0.000471962,0.0002574956,0.0005845773,0.0001572671],"domain_scores_gemma":[0.7186988,0.0001286443,0.0007279644,0.0001251,0.2802277,0.00009187072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125698,0.00009988822,0.9708233,0.00004168921,0.001096537,0.0003966104,0.007227792,0.000002803664,0.001600042,0.00002371848,0.01709511,0.0004668265],"study_design_scores_gemma":[0.002506865,0.001727326,0.5045531,0.0002113116,0.0003951913,0.0009105981,0.4877451,0.00002261485,0.0004310872,0.00001750786,0.001370248,0.0001090632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788069,0.0004118256,0.00008939558,0.009066384,0.001098794,0.001212553,0.0000116343,0.00001228616,0.009290206],"genre_scores_gemma":[0.9525163,0.00008299526,0.0001847195,0.04659557,0.0002469313,0.000008861019,0.0000224968,0.00002555055,0.0003165811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4805173,"threshold_uncertainty_score":0.9468082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943308781","doi":"10.1186/s40560-019-0375-3","title":"A retrospective observational analysis of red blood cell transfusion practices in stable, non-bleeding adult patients admitted to nine medical-surgical intensive care units","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Foothills Medical Centre; University of Alberta; University of Calgary","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Intensive care unit; Retrospective cohort study; Observational study; Blood transfusion; Emergency medicine; Odds ratio; Logistic regression; Population; Guideline; Cohort study; Intensive care medicine; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02384347011308073,"gpt":0.2944190581788327,"spread":0.270575588065752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003014767,0.0002663967,0.001228719,0.00129807,0.00004328107,0.00001691208,0.0002278774,0.0002119478,0.0005661812],"category_scores_gemma":[0.006976374,0.0002111488,0.0003702639,0.002704636,0.00004693177,0.0002170657,0.00008270265,0.000790696,0.000004302214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747918,"about_ca_system_score_gemma":0.0003926709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003202132,"about_ca_topic_score_gemma":0.0004113387,"domain_scores_codex":[0.996497,0.0001064958,0.001154754,0.0003753833,0.00157526,0.0002910616],"domain_scores_gemma":[0.9275636,0.0001794305,0.0009703672,0.0002421281,0.07069106,0.0003534222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003792136,0.0003062597,0.9539545,0.0005019727,0.002207178,0.0007650106,0.02942636,0.000224091,0.006272899,0.00002522182,0.001967647,0.000556675],"study_design_scores_gemma":[0.0138422,0.003578593,0.6907014,0.002517269,0.004418385,0.00004847926,0.2768846,0.0003451136,0.006673571,0.000002489207,0.0007319157,0.0002560718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924124,0.0003371647,0.0000445848,0.004479424,0.0004855864,0.0008279319,0.00006502462,0.00001003014,0.001337887],"genre_scores_gemma":[0.9929577,0.0005431789,0.0002573901,0.00582776,0.00009362925,0.000008348429,0.0001436587,0.00002698269,0.0001413261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632532,"threshold_uncertainty_score":0.8610398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2292923162","doi":"10.1186/s40560-016-0143-6","title":"To develop a regional ICU mortality prediction model during the first 24 h of ICU admission utilizing MODS and NEMS with six other independent variables from the Critical Care Information System (CCIS) Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Centre","keywords":"Medicine; Logistic regression; Intensive care unit; Emergency medicine; Medical record; Intensive care; Retrospective cohort study; Health care; Intensive care medicine; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04907933450022797,"gpt":0.28025159700104,"spread":0.231172262500812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009860241,0.000134937,0.000267895,0.00004599953,0.0001391716,0.00002374669,0.00008027506,0.00006214883,0.00001540816],"category_scores_gemma":[0.0005757338,0.00005516937,0.00005099725,0.00007791284,0.00004082346,0.0001651298,0.00004216535,0.0001566385,2.540311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298646,"about_ca_system_score_gemma":0.001093365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2051927,"about_ca_topic_score_gemma":0.4151118,"domain_scores_codex":[0.9987496,0.00003009572,0.0004269945,0.0001099268,0.0005542781,0.0001291407],"domain_scores_gemma":[0.9930904,0.0001823418,0.0002306988,0.0001746458,0.006180066,0.0001418271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112285,0.00002727536,0.9609137,0.0003106617,0.0005066266,0.00006546942,0.02971241,0.001379199,0.0003173379,0.0001388997,0.005056456,0.0004597383],"study_design_scores_gemma":[0.001713619,0.0003106517,0.851936,0.004842121,0.0003822701,0.0003027896,0.1372075,0.0002918914,0.00215742,0.000007444246,0.0007566254,0.00009164738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943273,0.0004635732,0.0004672633,0.004069361,0.0001924904,0.0002720722,0.0001189946,0.000005002449,0.00008396545],"genre_scores_gemma":[0.9979549,0.00001692868,0.0002034015,0.001699821,0.00008615953,0.00001468721,0.000007042852,0.000009227401,0.000007823958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2099191,"threshold_uncertainty_score":0.8001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768340362","doi":"10.1186/s40560-017-0262-8","title":"Monitoring diaphragm function in a patient with myasthenia gravis: electrical activity of the diaphragm vs. maximal inspiratory pressure","year":2017,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Tidal volume; Diaphragm (acoustics); Medicine; Myasthenia gravis; Mechanical ventilation; Weaning; Ventilation (architecture); Weakness; Anesthesia; Respiratory minute volume; Pressure support ventilation; Ventilator weaning; Respiratory system; Respiratory rate; Mechanical ventilator; Muscle weakness; Internal medicine; Surgery; Blood pressure; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01247890455890025,"gpt":0.2521645718895537,"spread":0.2396856673306535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384268,0.0001881343,0.0005408356,0.0001644941,0.0001381965,0.00003374945,0.000230962,0.0001169399,0.000008479685],"category_scores_gemma":[0.000914738,0.0001064823,0.0002460017,0.0001317742,0.0001167762,0.0001874876,0.00008203839,0.0007678479,8.994e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203851,"about_ca_system_score_gemma":0.0002221458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007577799,"about_ca_topic_score_gemma":0.00002406797,"domain_scores_codex":[0.9985604,0.00008445088,0.0004011193,0.0001677604,0.0005572306,0.000229086],"domain_scores_gemma":[0.9942688,0.00004484656,0.0009163063,0.0004530814,0.004191454,0.0001254851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00674783,0.0001760515,0.9358292,0.0001666151,0.000329992,0.0006458525,0.003690666,0.00002470849,0.02257201,0.00004609828,0.000368247,0.02940273],"study_design_scores_gemma":[0.001856671,0.002398172,0.9573495,0.00138087,0.0002923404,0.0005244901,0.00283934,0.00002194685,0.03213713,0.00003430833,0.001047838,0.000117392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996861,0.001447428,0.00002734253,0.0006737905,0.0005579402,0.0002660137,0.000007510899,0.000005063594,0.0001538781],"genre_scores_gemma":[0.9992782,0.00003657863,0.00005372081,0.0002903534,0.0002856785,0.00000627475,3.982395e-7,0.00002355938,0.00002522054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928534,"threshold_uncertainty_score":0.434222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091195153","doi":"10.1186/s40560-020-00494-9","title":"Sex-specific prevalence and outcomes of frailty in critically ill patients","year":2020,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"Canadian Frailty Network; Alberta Health Services","keywords":"Medicine; Propensity score matching; Odds ratio; Confidence interval; Logistic regression; Cohort; Cohort study; Population; Retrospective cohort study; Proportional hazards model; Internal medicine; Demography","retraction":null,"screen_n_in":null,"score":{"opus":0.03065457812930937,"gpt":0.297542240962224,"spread":0.2668876628329146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00005637656,0.0001137273,0.0005045849,0.00009110083,0.00001056631,0.000006888062,0.000097516,0.00006547203,0.00005181182],"category_scores_gemma":[0.01376687,0.00008579909,0.0001050844,0.00009914015,0.0001129398,0.0000938936,0.00005234824,0.0003471718,0.000003246064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006333509,"about_ca_system_score_gemma":0.00005569775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003953973,"about_ca_topic_score_gemma":0.000002455382,"domain_scores_codex":[0.9988026,0.00003533361,0.0005429045,0.0001293129,0.0003569143,0.0001329036],"domain_scores_gemma":[0.978444,0.0001547349,0.0001743067,0.0001088692,0.02093277,0.0001853516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614321,0.00004620827,0.9735134,0.0005045385,0.000054202,0.0002328001,0.009863604,0.0000019463,0.001428843,0.00001168934,0.008688167,0.005393169],"study_design_scores_gemma":[0.002880946,0.001466392,0.9689394,0.000893278,0.00005871617,0.00007258826,0.02102287,0.00001319596,0.003039659,0.00002338906,0.001497183,0.00009234661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812798,0.00163614,0.00004289637,0.01640042,0.0001997667,0.0001668243,0.00003165577,0.000004532284,0.0002379787],"genre_scores_gemma":[0.9779192,0.0002436974,0.000734975,0.02096689,0.00007333294,7.20279e-7,0.00000233727,0.00001236154,0.00004653315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057585,"threshold_uncertainty_score":0.9945406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945679871","doi":"10.1186/s40560-019-0386-0","title":"The wind changed direction and the big river still flows: from EUPHRATES to TIGRIS","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Septic shock; Medicine; Shock (circulatory); Post hoc; Post-hoc analysis; Randomized controlled trial; Emergency medicine; Internal medicine; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.03700509834899765,"gpt":0.2933808001460763,"spread":0.2563757017970786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001177821,0.00009483291,0.0002686485,0.00005209084,0.00006585978,0.00003337536,0.00005468107,0.00003811206,0.00003348806],"category_scores_gemma":[0.000802339,0.00003896109,0.0001253025,0.00006542092,0.00005500212,0.00003066841,0.0000289525,0.0001572319,0.00003768458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008723146,"about_ca_system_score_gemma":0.000038037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002258894,"about_ca_topic_score_gemma":0.00006646015,"domain_scores_codex":[0.9993695,0.00005317892,0.0001867542,0.00009503229,0.0001955466,0.00009995967],"domain_scores_gemma":[0.9960312,0.000434317,0.0001373016,0.0001448429,0.003169181,0.0000831443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01057842,0.0001936642,0.4262617,0.00008219985,0.004930322,0.0005079706,0.1475316,0.0001049627,0.01217097,0.00009110383,0.1951174,0.2024297],"study_design_scores_gemma":[0.0088308,0.001838084,0.7652965,0.001059107,0.0009575554,0.0002283611,0.125567,0.00008350912,0.01101786,0.0001557367,0.08480295,0.0001625179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650496,0.01234865,0.000003031759,0.02122939,0.0009048817,0.0002844113,0.00001014234,0.000003784058,0.0001660711],"genre_scores_gemma":[0.991631,0.001599044,0.0000533779,0.006034992,0.0005059196,0.000004336202,0.000002824274,0.00001003125,0.0001584351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390348,"threshold_uncertainty_score":0.1588787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465216633","doi":"10.1186/s40560-016-0167-y","title":"Decreases in cerebral saturation in patients with septic shock are associated with increased risk of death: a prospective observational single center study","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Septic shock; Observational study; Medicine; Single Center; Saturation (graph theory); Prospective cohort study; Cardiology; Internal medicine; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.0468553887269361,"gpt":0.2834334872406826,"spread":0.2365780985137465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008463824,0.000148509,0.0004657233,0.0002136107,0.00001956032,0.000008496836,0.00004132317,0.00004648287,0.00001882504],"category_scores_gemma":[0.002902879,0.00007433064,0.00007362731,0.0002049523,0.00003277234,0.0001551734,0.00001293894,0.0001371897,5.414877e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009364649,"about_ca_system_score_gemma":0.000143632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620745,"about_ca_topic_score_gemma":0.001806412,"domain_scores_codex":[0.9987497,0.0001128591,0.0004145526,0.0001508531,0.0004396354,0.0001323903],"domain_scores_gemma":[0.9907425,0.0002390276,0.0006790177,0.0001002434,0.008162098,0.00007710527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002883533,0.002791004,0.9917178,0.00001050465,0.0004741376,0.0001477897,0.001689458,0.00000969614,0.00004887096,0.000001698138,0.00009505547,0.0001305055],"study_design_scores_gemma":[0.01988837,0.007144473,0.9566288,0.002987086,0.0002879949,0.00001421186,0.01232246,0.000002495958,0.0006306951,0.0000099582,8.307151e-7,0.00008262508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989559,0.00007155781,0.000003348288,0.000191507,0.00003478924,0.0006525848,0.00006865468,0.00000363744,0.00001802916],"genre_scores_gemma":[0.999534,0.000004698557,0.00009253715,0.0002751061,0.00002443125,0.0000158432,0.00003397622,0.00001551463,0.000003884486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03508895,"threshold_uncertainty_score":0.3475226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897276208","doi":"10.1186/s40560-018-0335-3","title":"Predicting in-hospital mortality in pneumonia-associated septic shock patients using a classification and regression tree: a nested cohort study","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; University of Alberta; Laurentian University; University of Manitoba; Surrey Memorial Hospital; University of Alberta Hospital","funders":"","keywords":"Medicine; Septic shock; Pneumonia; Receiver operating characteristic; Cohort study; Internal medicine; Cohort; Area under the curve; Intensive care medicine; Emergency medicine; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.0688119986107,"gpt":0.3698878640567109,"spread":0.3010758654460108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000212759,0.0001388615,0.000462702,0.0002247133,0.0000465242,0.00001859428,0.00004094675,0.0000820123,0.000004760702],"category_scores_gemma":[0.002210215,0.00009910018,0.00007224793,0.0002433318,0.00004680743,0.0001144291,0.00003098569,0.0002238164,6.185521e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007231554,"about_ca_system_score_gemma":0.00008217878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002247986,"about_ca_topic_score_gemma":0.0005649846,"domain_scores_codex":[0.9986086,0.0001085433,0.0005831918,0.000192596,0.0003545465,0.0001525262],"domain_scores_gemma":[0.9942261,0.00007001734,0.000499594,0.0001264059,0.004985924,0.00009196821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001178175,0.0009234424,0.9895249,0.00001486612,0.0001647713,0.0002089255,0.008069056,0.000001787392,0.0004041246,1.756045e-7,0.00005711684,0.0005129898],"study_design_scores_gemma":[0.003770127,0.003167546,0.9416726,0.0013487,0.0003229715,0.00002185321,0.04884927,0.0006467411,0.0001232225,0.000002590846,0.00000116679,0.00007325218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985965,0.0001818136,5.249609e-7,0.0002238113,0.0002743146,0.0006804986,0.000003923845,0.000005891001,0.00003268269],"genre_scores_gemma":[0.9996412,0.00002621849,0.00002300573,0.0002011777,0.0000722835,0.000008957208,0.00001027105,0.00001427193,0.000002649269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04785237,"threshold_uncertainty_score":0.4041188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900831004","doi":"10.1186/s40560-018-0344-2","title":"Vasopressin versus norepinephrine in septic shock: a propensity score matched efficiency retrospective cohort study in the VASST coordinating center hospital","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Genome British Columbia; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Vasopressin; Medicine; Norepinephrine; Septic shock; Propensity score matching; Shock (circulatory); Internal medicine; Retrospective cohort study; Anesthesia; Mechanical ventilation; Cardiology; Sepsis","retraction":null,"screen_n_in":null,"score":{"opus":0.06856150949623781,"gpt":0.340737486379843,"spread":0.2721759768836052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000456069,0.0002107049,0.0006881521,0.0002187513,0.000072166,0.00004173641,0.0001786542,0.00006050681,0.00004690665],"category_scores_gemma":[0.002525361,0.0001227007,0.0001727892,0.0004012364,0.0001208399,0.0001063642,0.00008395686,0.0004935319,0.000008572959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008071216,"about_ca_system_score_gemma":0.0001153316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002054557,"about_ca_topic_score_gemma":0.0006146916,"domain_scores_codex":[0.9981868,0.0001282749,0.0005628259,0.0002707336,0.0005821406,0.0002691943],"domain_scores_gemma":[0.9929281,0.0001371548,0.0003566318,0.0002864781,0.006213907,0.00007770366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006052718,0.001120106,0.9781274,0.00001873358,0.0002204715,0.001704444,0.01671232,0.000003527402,0.00007100831,0.000003828306,0.00118316,0.0002297888],"study_design_scores_gemma":[0.007668773,0.007169312,0.9075933,0.0007511718,0.0002069401,0.0001604589,0.07591518,0.00002273949,0.0003880293,0.000004876923,0.00001337833,0.0001058197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956108,0.0002758687,0.000003481913,0.001596839,0.000619564,0.001293999,0.000005203091,0.000006733881,0.0005875435],"genre_scores_gemma":[0.9986998,0.00001898939,0.00004818885,0.0008940181,0.0002790998,0.00002733858,0.000005243463,0.00001854949,0.000008750579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07053402,"threshold_uncertainty_score":0.5003588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169393557","doi":"10.1186/2052-0492-2-8","title":"ICU service in Taiwan","year":2014,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Chi Mei Medical Center","keywords":"Service (business); Medicine; Business; Marketing","retraction":null,"screen_n_in":null,"score":{"opus":0.05451412450785273,"gpt":0.338216315368792,"spread":0.2837021908609393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007913607,0.00007848151,0.000297211,0.000127296,0.0000123177,0.000007629583,0.00004845793,0.0000436991,0.00005934178],"category_scores_gemma":[0.0009438879,0.0000524018,0.0001127471,0.0001137408,0.00001156852,0.00003905192,0.0000141739,0.0001648973,0.0000255836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466745,"about_ca_system_score_gemma":0.00005665116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002817488,"about_ca_topic_score_gemma":0.00007122696,"domain_scores_codex":[0.9993748,0.00002502113,0.0002561288,0.00006992898,0.0001702052,0.0001039198],"domain_scores_gemma":[0.9932125,0.00004619724,0.0001380309,0.0001071972,0.006398145,0.00009794377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540723,0.0002879089,0.8899264,0.0002218624,0.00034569,0.00180603,0.01567811,0.00006585896,0.00346123,0.0002360818,0.06032914,0.02710102],"study_design_scores_gemma":[0.006826702,0.002412298,0.830983,0.002021915,0.0003226487,0.001397772,0.1095457,0.0000594611,0.01118977,0.0001428633,0.03492961,0.0001682245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972932,0.001375486,0.000009430919,0.02370114,0.0003119058,0.00007616636,0.000001472396,0.000003751978,0.001588576],"genre_scores_gemma":[0.9705309,0.00003915789,0.0002299917,0.02894145,0.0002217528,0.000001690553,0.00000286968,0.00000915173,0.00002310209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09386757,"threshold_uncertainty_score":0.2136883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313487859","doi":"10.1186/s40560-022-00648-x","title":"Mechanical ventilation in patients with cardiogenic pulmonary edema: a sub-analysis of the LUNG SAFE study","year":2022,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Instituto de Salud Carlos III; Fundación para el Fomento en Asturias de la Investigación Científica Aplicada y la Tecnología","keywords":"Medicine; Interquartile range; Mechanical ventilation; Hazard ratio; Confidence interval; Pulmonary edema; Internal medicine; Tidal volume; Prospective cohort study; Cardiology; Ventilation (architecture); Anesthesia; Lung; Respiratory system","retraction":null,"screen_n_in":null,"score":{"opus":0.01004168752922141,"gpt":0.2513839754010151,"spread":0.2413422878717937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031699,0.00009722762,0.0005572836,0.0004041519,0.000060155,0.000003877701,0.0001278124,0.00003050079,0.00007954493],"category_scores_gemma":[0.0002371484,0.00005957246,0.0004263197,0.0007940418,0.00001639432,0.0000498645,0.0000915378,0.0003394121,2.513765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652676,"about_ca_system_score_gemma":0.0001774253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009131075,"about_ca_topic_score_gemma":0.00001478968,"domain_scores_codex":[0.9983022,0.0001514062,0.0005161659,0.0001225663,0.0007948038,0.0001128271],"domain_scores_gemma":[0.9954616,0.00002594061,0.0004825612,0.0002249558,0.003744224,0.00006065293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001748315,0.0002359604,0.9906707,0.00001882135,0.001808004,0.0002926124,0.001940373,0.0005070126,0.002036534,0.00000420123,0.0003263837,0.000411114],"study_design_scores_gemma":[0.001914757,0.002020517,0.9340577,0.00005862801,0.004527491,0.00004584589,0.05554309,0.00009402647,0.001510853,0.000004558745,0.0001531549,0.00006938274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987456,0.0003307021,0.00004494046,0.0001056754,0.0003037485,0.0004179894,0.00001528417,0.000001815907,0.00003420304],"genre_scores_gemma":[0.9993745,0.000002105682,0.00001695091,0.0005196935,0.00003476334,0.00000732169,0.00001260741,0.00001152849,0.00002050056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05661298,"threshold_uncertainty_score":0.2429294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994062462","doi":"10.1186/s40560-019-0407-z","title":"Early management of sepsis in medical patients in rural Thailand: a single-center prospective observational study","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute; Mahidol University; University of Oxford; Wellcome Trust; Wellcome","keywords":"Observational study; Medicine; Single Center; Center (category theory); Sepsis; Emergency medicine; Intensive care medicine; Pediatrics; Medical emergency; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.06973868572040222,"gpt":0.3401052507838505,"spread":0.2703665650634482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001201236,0.0001157748,0.0004548415,0.0003325334,0.000007190357,0.000006767307,0.00008033379,0.00005210455,0.0001230307],"category_scores_gemma":[0.0002521042,0.00008042994,0.0001295813,0.0002596343,0.00002119055,0.0000841315,0.000050123,0.0002050932,0.000006729435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003590435,"about_ca_system_score_gemma":0.00005113767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007912111,"about_ca_topic_score_gemma":0.00007231929,"domain_scores_codex":[0.9983935,0.00004412379,0.0005713783,0.0001202047,0.0007367404,0.0001340264],"domain_scores_gemma":[0.9962404,0.00006703693,0.0002538165,0.0001092256,0.003251609,0.00007794767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006556409,0.002295256,0.9893405,0.00005864675,0.0003177008,0.0005248972,0.005093208,0.000003768229,0.00001016021,0.000007800953,0.0006132366,0.001079111],"study_design_scores_gemma":[0.01234747,0.003372075,0.9263014,0.001919916,0.00007691519,0.00001921787,0.05578334,0.00000548117,0.00008584927,0.00001123531,0.0000202044,0.00005690326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977237,0.0001802825,4.873774e-7,0.0006182485,0.0002696646,0.0008154309,0.000007162088,0.000001903324,0.0003831162],"genre_scores_gemma":[0.9988222,0.00005373752,0.00006726077,0.0009669745,0.00003111695,0.00001617728,0.00001062605,0.00001020904,0.00002174322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06303918,"threshold_uncertainty_score":0.3279838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388476260","doi":"10.1186/s40560-023-00699-8","title":"Efficacy of therapeutic drug monitoring-based antibiotic regimen in critically ill patients: a systematic review and meta-analysis of randomized controlled trials","year":2023,"lang":"en","type":"review","venue":"Journal of Intensive Care","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":16,"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","funders":"","keywords":"Medicine; Randomized controlled trial; Relative risk; Regimen; Confidence interval; Meta-analysis; Intensive care unit; Internal medicine; Subgroup analysis; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.1111108306465936,"gpt":0.4250284462309861,"spread":0.3139176155843925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.008497226,0.0006339071,0.07343461,0.001980141,0.0000195674,0.00002327589,0.0002932498,0.0002126075,0.00003518157],"category_scores_gemma":[0.1601102,0.0003101152,0.01827923,0.001209148,0.0002227576,0.00003246787,0.00005326909,0.0006305297,0.000001715187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227093,"about_ca_system_score_gemma":0.0003972949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008604988,"about_ca_topic_score_gemma":5.63205e-7,"domain_scores_codex":[0.9846429,0.00412195,0.009741525,0.0003140865,0.000925676,0.0002538468],"domain_scores_gemma":[0.9316915,0.01661273,0.01016578,0.000528454,0.04080316,0.0001983498],"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":[0.006526566,0.0001606293,0.000006862243,0.6152039,0.3774769,0.00007045315,0.000180265,0.000009048998,0.000001804463,0.000008667909,0.00009963362,0.0002553028],"study_design_scores_gemma":[0.06344173,0.0001943835,0.00000787211,0.2252135,0.7104265,0.00001071472,0.0004795716,0.00002302206,0.000008414765,0.00000147721,0.00004111151,0.0001517441],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009416863,0.9900157,0.00002970585,0.0006227147,0.000195807,0.00892406,0.00009796665,0.000006157825,0.00001364686],"genre_scores_gemma":[0.007411775,0.9908485,0.0001040486,0.001395197,0.00005400964,0.00002854811,0.00003686879,0.00006658582,0.00005447199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3899904,"threshold_uncertainty_score":0.9999351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794568004","doi":"10.1186/s40560-018-0275-y","title":"Clinical outcomes of patients undergoing primary percutaneous coronary intervention for acute myocardial infarction requiring the intensive care unit","year":2018,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Myocardial infarction; Percutaneous coronary intervention; Coronary care unit; Intensive care unit; Primary care; Intensive care medicine; Cardiology; Emergency medicine; Intervention (counseling); Internal medicine; Nursing; Family medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.04987352976290395,"gpt":0.3947613856896776,"spread":0.3448878559267736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004977898,0.0002478054,0.0009505907,0.000329814,0.0002018407,0.00003268429,0.0002728333,0.00022672,0.00003508346],"category_scores_gemma":[0.009800278,0.0001667555,0.00131839,0.0002153746,0.0005923398,0.0002333539,0.0002400784,0.0008209682,0.00001107698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005558689,"about_ca_system_score_gemma":0.000424825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811936,"about_ca_topic_score_gemma":0.00001360095,"domain_scores_codex":[0.9970164,0.0002670586,0.001360853,0.0002651451,0.0007636606,0.0003269143],"domain_scores_gemma":[0.9205455,0.0008028042,0.0009137082,0.0003518387,0.07720902,0.0001771136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01333584,0.0001071352,0.8813345,0.0004104981,0.008694991,0.0002773851,0.01399718,0.00002118741,0.001783616,0.00003113182,0.04105718,0.03894931],"study_design_scores_gemma":[0.007145927,0.0142644,0.7296336,0.001032167,0.002422591,0.001783161,0.2341037,0.00003523042,0.0007111216,0.00006315725,0.008545118,0.0002598942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890769,0.0005757987,0.0008338237,0.004446367,0.003596324,0.0009899074,0.0001091634,0.00001998231,0.0003517562],"genre_scores_gemma":[0.9804364,0.0003529129,0.0005832124,0.01727711,0.001064024,0.000009640687,0.0001151936,0.00005075557,0.0001107915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201065,"threshold_uncertainty_score":0.9985406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407627411","doi":"10.1186/s40560-025-00781-3","title":"Epidemiological trends of mechanically ventilated acute respiratory distress syndrome in the twenty-first century: a nationwide, population-based retrospective study","year":2025,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Junta de Castilla y León; Consejería de Educación, Junta de Castilla y León; Fundación Ramón Areces","keywords":"ARDS; Medicine; Epidemiology; Incidence (geometry); Population; Retrospective cohort study; Mortality rate; Respiratory distress; Pediatrics; Internal medicine; Emergency medicine; Surgery; Lung; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.02358370363627427,"gpt":0.3269100648326847,"spread":0.3033263611964104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008440306,0.0001913828,0.0008329296,0.000602103,0.00007238125,0.00001414427,0.0002516914,0.0001508429,0.00005682627],"category_scores_gemma":[0.003289849,0.0001161457,0.0003683202,0.0007844192,0.00004654972,0.00007587303,0.00003987021,0.0005721925,9.377904e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884573,"about_ca_system_score_gemma":0.0001770993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424386,"about_ca_topic_score_gemma":0.00008991851,"domain_scores_codex":[0.9976801,0.0002898309,0.001093389,0.0002227841,0.0005186948,0.0001951713],"domain_scores_gemma":[0.9936965,0.0002065481,0.0007137755,0.0003000546,0.004999307,0.00008381748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001697211,0.0005768322,0.9857894,0.0000997163,0.0006122478,0.003827289,0.001591631,0.00006387334,0.001858568,0.0007824328,0.001933221,0.001167582],"study_design_scores_gemma":[0.002562383,0.003354149,0.9725368,0.0006131048,0.0004795936,0.0001177659,0.01889217,0.00002725108,0.0005143145,0.0001889141,0.0006131057,0.0001004501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961765,0.0005230636,0.0001387991,0.001972553,0.0005478133,0.0004389525,0.0000390504,0.0000101748,0.0001530951],"genre_scores_gemma":[0.9957945,0.00001276311,0.00007528312,0.003979464,0.00004684795,0.00001336715,0.00003082856,0.0000110608,0.00003583273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730054,"threshold_uncertainty_score":0.4736284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097370186","doi":"10.1186/2052-0492-2-37","title":"Colloids to improve diuresis in critically ill patients: a systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of Intensive Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":9,"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; Diuretic; Diuresis; Intravascular volume status; Albumin; Randomized controlled trial; Oncotic pressure; Intensive care unit; Placebo; Intensive care medicine; Internal medicine; Anesthesia; Renal function; Hemodynamics; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.02218966611507846,"gpt":0.3492468557551012,"spread":0.3270571896400228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008087514,0.0005750733,0.006977651,0.0008352812,0.00003418751,0.00004205934,0.0003824885,0.0003356522,0.00002057861],"category_scores_gemma":[0.1495057,0.0003865665,0.001386138,0.0007190327,0.0000536596,0.0001035049,0.00009026183,0.001005148,0.00008574339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510644,"about_ca_system_score_gemma":0.0007379734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005308117,"about_ca_topic_score_gemma":0.00001342693,"domain_scores_codex":[0.9941965,0.0005686838,0.003457438,0.0003879274,0.0009959177,0.0003935799],"domain_scores_gemma":[0.9197972,0.0006976505,0.001684102,0.0005809027,0.07680429,0.0004358659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004873898,0.0000491447,0.00001495859,0.9012882,0.0002660907,0.0002619139,0.0003832149,6.94796e-8,0.000001328577,0.000007092348,0.01078519,0.08689404],"study_design_scores_gemma":[0.0007886072,0.001252205,0.00004662214,0.8838507,0.007078933,0.0003412724,0.002895959,3.245572e-7,0.000002109339,0.000003851793,0.1034311,0.0003083503],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003186365,0.9922544,0.00006624489,0.001387774,0.001096699,0.004860538,0.00009235748,0.00001313231,0.0001969827],"genre_scores_gemma":[0.00009531218,0.9663795,0.0005425495,0.03230171,0.0002836539,0.0001651266,0.00005803936,0.00009928596,0.00007480918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.148697,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215879486","doi":"10.1186/s40560-021-00585-1","title":"Non-invasive detection of a femoral-to-radial arterial pressure gradient in intensive care patients with vasoactive agents","year":2021,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"Institut de Cardiologie de Montréal; Fondation Institut de Cardiologie de Montréal; Richard I. Kaufman Endowment Fund in Anesthesia and Critical Care","keywords":"Radial artery; Medicine; Arterial line; Blood pressure; Femoral artery; Brachial artery; Cardiology; Pressure gradient; Mean arterial pressure; Internal medicine; Intensive care unit; Artery; Heart rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01169812806890952,"gpt":0.2616864664990097,"spread":0.2499883384301002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005178932,0.0002228949,0.0007030371,0.0003202573,0.00004174321,0.00001579876,0.00009258503,0.000127341,0.00001336203],"category_scores_gemma":[0.00105558,0.0001738907,0.0002099289,0.0003090508,0.0000587048,0.00010011,0.00003917184,0.0004547833,0.000002502833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162852,"about_ca_system_score_gemma":0.0004177957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008551857,"about_ca_topic_score_gemma":0.0001201704,"domain_scores_codex":[0.9984385,0.00007313551,0.0005062714,0.0002495422,0.0004848868,0.0002476418],"domain_scores_gemma":[0.9617612,0.00005804391,0.000410782,0.0002165639,0.03733721,0.0002161942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02390389,0.0004386561,0.5644756,0.001088322,0.003565395,0.004340925,0.2463696,0.0008737016,0.1387638,0.000003959552,0.001111502,0.01506458],"study_design_scores_gemma":[0.0113988,0.005316897,0.5390705,0.003476124,0.0006427913,0.0003050051,0.2587565,0.0000315035,0.1804029,0.000009007899,0.0003196333,0.0002703338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966325,0.0003763201,0.000128159,0.0002470542,0.002052955,0.0004389168,0.00005637445,0.000005760415,0.00006194611],"genre_scores_gemma":[0.9982817,0.00003459145,0.0001867306,0.000947808,0.0004545402,0.000008083461,0.00002808602,0.00003237846,0.00002610623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163904,"threshold_uncertainty_score":0.7091056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387008948","doi":"10.1186/s40560-023-00689-w","title":"High driving pressure ventilation induces pulmonary hypertension in a rabbit model of acute lung injury","year":2023,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tobacco Research Unit; Muscular Dystrophy Canada; St. Michael's Hospital","funders":"National Natural Science Foundation of China; Guangzhou Medical University","keywords":"Medicine; Bronchoalveolar lavage; Mechanical ventilation; Ventilation (architecture); Pulmonary hypertension; Lung; Anesthesia; Cardiology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02268138838558289,"gpt":0.3065369657219436,"spread":0.2838555773363607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002363985,0.0001760719,0.000602222,0.0008328192,0.00004626199,0.00001216473,0.000168023,0.0001470905,0.00003575382],"category_scores_gemma":[0.0009035477,0.0001483649,0.0002631374,0.0005992455,0.00009853089,0.0002886239,0.000163548,0.0006381864,0.000005517609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144291,"about_ca_system_score_gemma":0.0004611075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923713,"about_ca_topic_score_gemma":0.000002620315,"domain_scores_codex":[0.998002,0.00007663032,0.0006433226,0.0002253271,0.0007564957,0.0002962436],"domain_scores_gemma":[0.9913585,0.0000872431,0.0003863043,0.0002414158,0.00775051,0.0001760258],"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":[0.004007557,0.000199462,0.1105839,0.001699326,0.0009620341,0.00542036,0.003367651,0.007633579,0.8453885,0.00005119489,0.009238463,0.01144802],"study_design_scores_gemma":[0.002336227,0.000433934,0.8531273,0.004053974,0.0009744372,0.0007028315,0.01880105,0.07592295,0.0429015,0.0003787827,0.00009074747,0.0002762656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959884,0.001942045,0.00003284156,0.00120047,0.0003399926,0.0003303219,0.00006867227,0.00001754831,0.00007972511],"genre_scores_gemma":[0.9986743,0.0003964099,0.0001749653,0.0002454483,0.0002009741,0.000006187041,0.00004992176,0.00003633126,0.0002154635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.802487,"threshold_uncertainty_score":0.6050146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321002207","doi":"10.1186/s40560-023-00655-6","title":"The time cost of physiologically ineffective intravenous fluids in the emergency department: an observational pilot study employing wearable Doppler ultrasound","year":2023,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Health Sciences North; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Preload; Ultrasound; Intravenous fluid; Doppler effect; Doppler ultrasound; Internal medicine; Emergency medicine; Cardiology; Anesthesia; Hemodynamics; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.08114946484238872,"gpt":0.3558452499205269,"spread":0.2746957850781382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398508,0.0001253776,0.0003271623,0.00008853833,0.0001360049,0.00001510121,0.0002093901,0.00003360151,0.00002419728],"category_scores_gemma":[0.001666777,0.000062738,0.00009150749,0.000363769,0.00005879808,0.00006901327,0.00002124096,0.000373415,0.000008574132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137026,"about_ca_system_score_gemma":0.0001034497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004567405,"about_ca_topic_score_gemma":0.00001575807,"domain_scores_codex":[0.998509,0.0002830269,0.000478862,0.0001208352,0.0004113417,0.0001968622],"domain_scores_gemma":[0.9951963,0.000595585,0.0002172911,0.0001977733,0.003735594,0.000057442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005544804,0.002055075,0.5597363,0.0001156472,0.001343814,0.0007460567,0.05486628,0.001907391,0.3541366,0.0001264598,0.008729359,0.01069213],"study_design_scores_gemma":[0.001380498,0.01096538,0.9127479,0.0001848713,0.00007158732,0.0001452406,0.07327253,0.0001447222,0.0005615943,0.000276274,0.0001653906,0.00008402886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979958,0.000364611,0.00001944469,0.0005513065,0.0003885254,0.000586073,0.0000114019,0.00001092669,0.00007191572],"genre_scores_gemma":[0.9988602,0.000348523,0.0000301365,0.0003366141,0.000321253,0.00001736665,0.00001621639,0.00001381989,0.0000558644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535751,"threshold_uncertainty_score":0.2558382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407800115","doi":"10.1186/s40560-025-00782-2","title":"Low apolipoprotein A-II levels causally contribute to increased mortality in septic shock","year":2025,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"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":"Septic shock; Medicine; Apolipoprotein B; Shock (circulatory); Intensive care medicine; Internal medicine; Sepsis; Cholesterol","retraction":null,"screen_n_in":null,"score":{"opus":0.05391985733918337,"gpt":0.3669765595218545,"spread":0.3130567021826711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002077596,0.0001833924,0.0007157753,0.0003611092,0.00004624017,0.00001888779,0.0001047614,0.00009855248,0.0000801153],"category_scores_gemma":[0.003815431,0.0001361515,0.0002547478,0.0003140384,0.00003196746,0.00005664358,0.00006825027,0.0002952059,0.00001184506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007355763,"about_ca_system_score_gemma":0.0004548254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005036728,"about_ca_topic_score_gemma":0.0005121472,"domain_scores_codex":[0.9985626,0.00006296968,0.0006184965,0.0001802509,0.0003247216,0.0002509025],"domain_scores_gemma":[0.9917838,0.0001214238,0.0001944842,0.0002443136,0.007423203,0.0002327859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001223385,0.0007754253,0.9141068,0.0003846982,0.001877231,0.005560154,0.004190423,0.0001636626,0.01797266,0.0002275565,0.04851012,0.005007844],"study_design_scores_gemma":[0.004933047,0.001382823,0.9269413,0.003094161,0.000443038,0.0001340197,0.007932106,0.0000151768,0.05357955,0.00008525364,0.001323189,0.000136372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893241,0.001365014,0.00006334435,0.007921479,0.0003503486,0.0005425208,0.0000492751,0.00000863226,0.0003753097],"genre_scores_gemma":[0.9808425,0.00003634616,0.0001727623,0.01865218,0.0001283311,0.00002039509,0.00001035518,0.00001260882,0.0001245371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718693,"threshold_uncertainty_score":0.5552096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995701083","doi":"10.1186/s40560-019-0411-3","title":"Parental opinions regarding consent for observational research of no or minimal risk in the pediatric intensive care unit","year":2019,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; Alberta Health; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Observational study; Medicine; Pediatric intensive care unit; Informed consent; Pediatric research; Intensive care unit; Intensive care medicine; Pediatrics; Family medicine; Alternative medicine; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.6947134901245569,"gpt":0.609062613942436,"spread":0.08565087618212086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003922503,0.0001549474,0.0006329068,0.0005341911,0.0001196448,0.00002962932,0.0005096149,0.0002925263,0.00009630417],"category_scores_gemma":[0.3153327,0.00009280694,0.0004018866,0.0006182667,0.0003733723,0.00009512546,0.0002086144,0.003708242,0.00002308158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309253,"about_ca_system_score_gemma":0.003298745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008944597,"about_ca_topic_score_gemma":0.0001965399,"domain_scores_codex":[0.9957716,0.0005151618,0.001128959,0.0002630515,0.001916982,0.0004042634],"domain_scores_gemma":[0.7986088,0.03678595,0.0005835927,0.0004056613,0.1634431,0.0001728995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005834709,0.00006231788,0.9482302,0.001356986,0.0001471166,0.0001981363,0.01722415,0.00002777605,0.0003976,0.000821138,0.0255411,0.0001587774],"study_design_scores_gemma":[0.004471446,0.005366885,0.1987491,0.002080816,0.0001381797,0.0002472478,0.7854289,0.00005754228,0.0003795598,0.0006187517,0.002342562,0.0001189944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869322,0.001451671,0.00001295672,0.00874806,0.0008840802,0.001045821,0.0002461428,0.000003400805,0.0006756475],"genre_scores_gemma":[0.9940906,0.001160147,0.000767572,0.002602822,0.0008734135,0.0000199137,0.00006120602,0.00002682054,0.000397577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7682048,"threshold_uncertainty_score":0.9985902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405950591","doi":"10.1186/s40560-024-00772-w","title":"Association of continuous renal replacement therapy downtime with fluid balance gap and clinical outcomes: a retrospective cohort analysis utilizing EHR and machine data","year":2024,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Renal replacement therapy; Downtime; Retrospective cohort study; Cohort; Logistic regression; Emergency medicine; Surgery; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05260498018871444,"gpt":0.3929069178147627,"spread":0.3403019376260482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605347,0.000156868,0.001059261,0.0003166474,0.00003893927,0.00005067352,0.0001371994,0.0001041937,0.00008126179],"category_scores_gemma":[0.005310154,0.00009576241,0.0001817335,0.0004093016,0.0001329962,0.000166565,0.000121212,0.0006603164,9.217139e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020824,"about_ca_system_score_gemma":0.000229802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005674961,"about_ca_topic_score_gemma":0.00002458256,"domain_scores_codex":[0.9978136,0.0001444749,0.0007360448,0.0003400624,0.0007860662,0.0001797953],"domain_scores_gemma":[0.9911372,0.0004143763,0.0004912276,0.0003874729,0.007383404,0.0001862835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00199075,0.00003089984,0.947725,0.00005045168,0.01088485,0.0002673364,0.0005903599,1.999742e-7,0.0006473724,0.000004713111,0.03686242,0.0009456765],"study_design_scores_gemma":[0.003900493,0.003882625,0.9765617,0.0007142022,0.004339001,0.0003616605,0.006080015,0.001488205,0.0003955259,0.00001232981,0.002131186,0.0001331137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830325,0.008168995,0.000380178,0.006844401,0.0001774186,0.0004239884,0.0005964159,0.00001461744,0.0003614988],"genre_scores_gemma":[0.99294,0.004383205,0.0006773893,0.00134857,0.0001390356,0.00000237137,0.0001219859,0.00001941797,0.0003680378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03473123,"threshold_uncertainty_score":0.6357133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241384505","doi":"10.1186/s40560-019-0421-1","title":"Correction to: To develop a regional ICU mortality prediction model during the first 24 h of ICU admission utilizing MODS and NEMS with six other independent variables from the critical care information system (CCIS) Ontario, Canada","year":2020,"lang":"en","type":"erratum","venue":"Journal of Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Armed Forces; Western University","funders":"","keywords":"Medicine; Emergency medicine; Medical emergency","retraction":null,"screen_n_in":null,"score":{"opus":0.04588384230619706,"gpt":0.2815940409788553,"spread":0.2357101986726582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107734,0.0002945687,0.0006055101,0.0001012105,0.0002266982,0.00006398645,0.0001409189,0.0001967588,0.00001572106],"category_scores_gemma":[0.001406649,0.0001570317,0.0001079058,0.0001999159,0.00003570938,0.0001467836,0.00008509781,0.0008826358,4.37114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961081,"about_ca_system_score_gemma":0.003456833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4039184,"about_ca_topic_score_gemma":0.6802058,"domain_scores_codex":[0.9978114,0.00005388951,0.0007262986,0.0002252869,0.00100123,0.0001818444],"domain_scores_gemma":[0.9887059,0.0001886011,0.0004989873,0.0002421127,0.01009071,0.0002737252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001609732,0.0000296873,0.09087836,0.001112035,0.0009703094,0.0001251774,0.04912034,0.006631754,0.00002305321,0.00001768785,0.8492411,0.0002407397],"study_design_scores_gemma":[0.001919808,0.001235107,0.5477375,0.02428675,0.002043773,0.0008497856,0.3834992,0.003724614,0.0004250174,0.000003316506,0.03392512,0.0003500059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428669,0.004389567,0.001607646,0.01667131,0.02889788,0.002619647,0.001095285,0.00004315082,0.001808587],"genre_scores_gemma":[0.9940507,0.00004957905,0.0001819598,0.004655354,0.0006549759,0.00004170456,0.0001595035,0.00002880666,0.0001774583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.815316,"threshold_uncertainty_score":0.7743124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239280679","doi":"10.1186/s40560-018-0301-0","title":"Correction to: Clinical outcomes of patients undergoing primary percutaneous coronary intervention for acute myocardial infarction requiring the intensive care unit","year":2018,"lang":"en","type":"erratum","venue":"Journal of Intensive Care","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Myocardial infarction; Percutaneous coronary intervention; Medicine; Coronary care unit; Intensive care unit; Intensive care medicine; Cardiology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02819757509136742,"gpt":0.3482428334976674,"spread":0.3200452584063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005346554,0.000527568,0.002810097,0.0004830108,0.0001798719,0.00005117161,0.0003080051,0.0006545305,0.00002675495],"category_scores_gemma":[0.02003217,0.000351724,0.004381744,0.000226921,0.0002917826,0.0001589195,0.0001920373,0.001732655,0.000009766519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009358343,"about_ca_system_score_gemma":0.0007678471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003674739,"about_ca_topic_score_gemma":0.00005796062,"domain_scores_codex":[0.9957585,0.0003786716,0.002073403,0.0004303902,0.0009758783,0.0003831504],"domain_scores_gemma":[0.9380429,0.002184229,0.001828486,0.0004511689,0.05723393,0.000259232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009721835,0.00007822248,0.2885647,0.0008252952,0.007067903,0.0006080174,0.008126452,0.00001747618,0.00002694906,0.000006982957,0.669153,0.01580318],"study_design_scores_gemma":[0.004896568,0.01257758,0.6498678,0.006165517,0.008277742,0.003886261,0.1377333,0.00001328201,0.00003186451,0.00001063325,0.1760082,0.0005312141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6634425,0.005207107,0.0007620986,0.004962377,0.3156634,0.004211644,0.0004150952,0.00008101097,0.005254762],"genre_scores_gemma":[0.8740801,0.005219436,0.0008208737,0.04916662,0.01924434,0.00007716785,0.00380682,0.0005165448,0.04706809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4931448,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}