{"meta":{"query_hash":"a50c12c7b57f","filters":{"venue":"Acute and Critical Care"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a50c12c7b57f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Acute+and+Critical+Care"},"results":[{"id":"W3169533793","doi":"","title":"신종인플루엔자 바이러스 폐렴과 병발한 자발종격동기종 2예-증례 보고-","year":2010,"lang":"ko","type":"article","venue":"Acute and Critical Care","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virus; Virology; Outbreak; Pandemic; Pneumonia; Pneumomediastinum; Medicine; Viral pneumonia; Influenza A virus; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Complication; Internal medicine","score_opus":0.014584381268242984,"score_gpt":0.33256461970489554,"score_spread":0.3179802384366526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169533793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933863,0.0010753107,0.0012654094,0.00033256455,0.00011554579,0.00007903998,0.000075214906,0.0000311834,0.0036393448],"genre_scores_gemma":[0.998237,0.00024504232,0.00033682815,0.00021382839,0.00011057391,0.00001618458,0.00007405938,0.0000029664461,0.00076353276],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9997832,0.00003347704,0.000024640416,0.000045336612,0.000034414643,0.00007886076],"domain_scores_gemma":[0.9991334,0.00025633193,0.00026485976,0.000085395055,0.00006211242,0.00019794048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002264808,0.0005692768,0.000192561,0.00038260693,0.000976256,0.00056549313,0.00041556885,0.001216509,0.00173793],"category_scores_gemma":[0.0018442693,0.0003006132,0.00046032103,0.00019905629,0.0009012862,0.00040831996,0.00057652243,0.0009046329,0.0004986459],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022253864,0.00019365827,0.2268758,0.00011025048,0.000040145165,0.75666755,0.0008252736,0.000099437304,0.0057262583,0.00051718106,0.0008397179,0.007882118],"study_design_scores_gemma":[0.000031303636,0.00040207224,0.046980936,0.00001680261,0.000015617563,0.9474895,0.00030274526,0.00018183338,0.0023581525,0.0001512473,0.0020601847,0.000009489492],"about_ca_topic_score_codex":0.0007861928,"about_ca_topic_score_gemma":0.0010531939,"teacher_disagreement_score":0.00173793,"about_ca_system_score_codex":0.0004127682,"about_ca_system_score_gemma":0.0003662523,"threshold_uncertainty_score":0.0058139563},"labels":[],"label_agreement":null},{"id":"W4288077915","doi":"10.4266/acc.2022.00556","title":"De-adoption of oral chlorhexidine for mechanically ventilated patients: get thee to a conclusion","year":2022,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Lung Association","keywords":"Medicine; Chlorhexidine; Odds ratio; Confidence interval; Ventilator-associated pneumonia; Hazard ratio; Randomized controlled trial; Intensive care unit; Mechanical ventilation; Intensive care; Pneumonia; Anesthesia; Internal medicine; Intensive care medicine; Dentistry","score_opus":0.01619452583184193,"score_gpt":0.33500223309307076,"score_spread":0.3188077072612288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288077915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680056,0.01012808,0.0017250334,0.01159936,0.0012075715,0.005102714,0.00032858067,0.00007188983,0.0018311489],"genre_scores_gemma":[0.9867776,0.002413083,0.004488544,0.0034216119,0.00036882813,0.0019278926,0.00016353145,0.0000066652115,0.00043235326],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975273,0.0012296501,0.00028164158,0.000313486,0.00041745452,0.00023049871],"domain_scores_gemma":[0.9948487,0.0012715197,0.0018577278,0.0004129672,0.00061806134,0.0009909752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042561083,0.00039873636,0.0008644476,0.00023105352,0.00047495702,0.00077544455,0.0007389639,0.0012651429,0.0028331114],"category_scores_gemma":[0.012714224,0.0002434665,0.0019274546,0.00034858033,0.00085972267,0.0007509267,0.0006821784,0.0012748325,0.00016837173],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.33861476,0.027045203,0.06337537,0.01754021,0.007042085,0.00020130524,0.0010202759,0.0029488106,0.0071260533,0.001950748,0.014137181,0.5189979],"study_design_scores_gemma":[0.54083735,0.18940741,0.23082899,0.00591054,0.006616045,0.00016200634,0.0011731437,0.0033275338,0.0058986614,0.0022006119,0.013499518,0.00013814807],"about_ca_topic_score_codex":0.0070777284,"about_ca_topic_score_gemma":0.011870654,"teacher_disagreement_score":0.0070777284,"about_ca_system_score_codex":0.002232456,"about_ca_system_score_gemma":0.004913426,"threshold_uncertainty_score":0.02250874},"labels":[],"label_agreement":null},{"id":"W4322504171","doi":"10.4266/acc.2022.01389","title":"Lower limb muscle matters in patients with hypoxic brain injury following out-of-hospital cardiac arrest","year":2023,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vancouver Coastal Health Research Institute; Seoul National University; Seoul National University Bundang Hospital","keywords":"Medicine; Cardiology; Skeletal muscle; Confidence interval; Odds ratio; Internal medicine; Receiver operating characteristic","score_opus":0.00630547925499073,"score_gpt":0.2710545323605202,"score_spread":0.26474905310552943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322504171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99954814,0.00015371875,0.000031095646,0.000025849555,0.0000030201236,0.0000036496972,0.00009906313,0.0000010126292,0.00013458356],"genre_scores_gemma":[0.99965715,0.00007491727,0.00003806723,0.000016910124,0.00000772018,0.000004124507,0.00015231222,6.34675e-7,0.000048043905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99974304,0.00005427303,0.00003574715,0.000058021033,0.000050402527,0.000058524016],"domain_scores_gemma":[0.9985796,0.00017272936,0.00092846487,0.000037423095,0.000098298624,0.00018341235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045061467,0.00027090136,0.0003876237,0.0006518084,0.00031642965,0.0005707888,0.00032678328,0.00043295865,0.0013623124],"category_scores_gemma":[0.0019809797,0.00016793818,0.0002849781,0.00087925553,0.00030717938,0.0003622805,0.00046482074,0.00061234855,0.00021715608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012939563,0.00002257435,0.99893147,0.000013234023,0.000022162754,0.000080647886,0.0000317991,0.000031304968,0.00014206168,0.0000043998016,0.000028258064,0.00056269194],"study_design_scores_gemma":[0.0000031814375,0.00010091712,0.9994271,0.0000063063453,0.000010422503,0.00021100158,0.000081555605,0.00009239653,0.000020315707,0.000012328727,0.000032942076,0.000001599349],"about_ca_topic_score_codex":0.0018654747,"about_ca_topic_score_gemma":0.002594585,"teacher_disagreement_score":0.0018654747,"about_ca_system_score_codex":0.00026947862,"about_ca_system_score_gemma":0.00022139042,"threshold_uncertainty_score":0.0045574307},"labels":[],"label_agreement":null},{"id":"W4378228926","doi":"10.4266/acc.2022.01494","title":"Relationship between positive end-expiratory pressure levels, central venous pressure, systemic inflammation and acute renal failure in critically ill ventilated COVID-19 patients: a monocenter retrospective study in France","year":2023,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"Guangdong Medical Research Foundation; National Natural Science Foundation of China","keywords":"Medicine; Mechanical ventilation; Central venous pressure; Acute kidney injury; Intensive care unit; Cardiology; Mean arterial pressure; Internal medicine; Systemic inflammation; Blood pressure; Anesthesia; Inflammation; Heart rate","score_opus":0.02311230805013581,"score_gpt":0.31075896147398024,"score_spread":0.28764665342384443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378228926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99927074,0.0002742623,0.000059181675,0.00002935895,0.000003565767,0.000007680368,0.00019846788,0.0000018330559,0.00015488714],"genre_scores_gemma":[0.99951017,0.0000996932,0.00005006124,0.000036944857,0.000012526247,0.000010617078,0.00022521426,0.0000010393645,0.000053707667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992686,0.00018778375,0.00007638514,0.00020007955,0.00011696499,0.00015025708],"domain_scores_gemma":[0.9987423,0.00021599117,0.0005746728,0.00007959485,0.0001624297,0.00022500305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084485806,0.00040812444,0.000652875,0.0012899388,0.00056372664,0.0008416661,0.00039675724,0.00059311686,0.001283567],"category_scores_gemma":[0.0012296119,0.0002963829,0.00054678414,0.0010014928,0.00037438425,0.000416818,0.00052094413,0.00031631716,0.00014627512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049289967,0.00001500512,0.9993399,0.0000059132312,0.000026713367,0.000109283275,0.00003646792,0.000011279525,0.00007970646,0.000005958194,0.000032492546,0.00028796564],"study_design_scores_gemma":[0.000006722816,0.00013391719,0.99898237,0.000006253584,0.000016732922,0.00045370686,0.00014697578,0.00007538268,0.00002267884,0.0000056411523,0.00014686972,0.0000028387578],"about_ca_topic_score_codex":0.011469441,"about_ca_topic_score_gemma":0.009671791,"teacher_disagreement_score":0.011469441,"about_ca_system_score_codex":0.0009313431,"about_ca_system_score_gemma":0.00073357986,"threshold_uncertainty_score":0.022805393},"labels":[],"label_agreement":null},{"id":"W4386028437","doi":"10.4266/acc.2023.00136","title":"Radiomic analysis of abdominal organs during sepsis of digestive origin in a French intensive care unit","year":2023,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Intensive care unit; Sepsis; SAPS II; Confidence interval; Logistic regression; APACHE II; Internal medicine; Acute kidney injury; Retrospective cohort study; Intensive care medicine; Emergency medicine","score_opus":0.05516373338411729,"score_gpt":0.381148778882399,"score_spread":0.3259850454982817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386028437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989998,0.00042523144,0.00029527317,0.00005709253,0.000006434356,0.000010644578,0.000056101304,0.000004839171,0.00014474064],"genre_scores_gemma":[0.99955946,0.00013875587,0.00014161314,0.00003572413,0.000007631398,0.000006431186,0.0000795031,0.0000012696067,0.000029534576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989335,0.0004899865,0.00010323023,0.00016023857,0.00017737605,0.00013564479],"domain_scores_gemma":[0.99731547,0.0008071481,0.0010770316,0.00009810409,0.0004688938,0.00023334555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018720691,0.0005978987,0.00046894696,0.0010531688,0.0004092759,0.00068114355,0.0004316095,0.00051939226,0.000453241],"category_scores_gemma":[0.0043440396,0.00018264417,0.00053290086,0.0005577028,0.00045327513,0.0002852842,0.00047192257,0.0003920401,0.00012429373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031887207,0.000066536486,0.99176544,0.000051203,0.000060778337,0.001100709,0.00023840315,0.0005269454,0.0007816114,0.000019840867,0.00017452463,0.004895269],"study_design_scores_gemma":[0.000019838464,0.0008584664,0.99360496,0.00003927106,0.000059039263,0.0018656804,0.00032031038,0.0022111556,0.0006274468,0.00003425884,0.00034534335,0.00001421048],"about_ca_topic_score_codex":0.0072144,"about_ca_topic_score_gemma":0.0037724501,"teacher_disagreement_score":0.0072144,"about_ca_system_score_codex":0.001292168,"about_ca_system_score_gemma":0.0009113338,"threshold_uncertainty_score":0.014344811},"labels":[],"label_agreement":null},{"id":"W4392110169","doi":"10.4266/acc.2023.01095","title":"The correlation between carotid artery doppler and stroke volume during central blood volume loss and resuscitation","year":2024,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Cardiology; Common carotid artery; Stroke volume; Doppler effect; Hemodynamics; Internal medicine; Ultrasound; Correlation; Cardiac cycle; Correlation coefficient; Carotid arteries; Linear correlation; Blood volume; Cardiac output; Blood pressure; Heart rate; Radiology; Mathematics; Physics","score_opus":0.008068314540782804,"score_gpt":0.27269696464610754,"score_spread":0.2646286501053247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392110169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886143,0.00018059566,0.00055399624,0.000014792842,0.000007062909,0.000010400008,0.00006520718,0.000010514896,0.0002960132],"genre_scores_gemma":[0.9994904,0.00004051239,0.0003075967,0.0000091986285,0.000008908443,0.000007358671,0.000075727614,0.000001925629,0.0000584262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994954,0.0001438849,0.0000459975,0.00012604847,0.00014468476,0.000044075467],"domain_scores_gemma":[0.99589336,0.002084794,0.0011315538,0.00021859175,0.00046967063,0.00020213213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009147875,0.00023327659,0.00025958088,0.00046820487,0.00013741804,0.00039258352,0.00023065488,0.00038280556,0.00075080036],"category_scores_gemma":[0.005664311,0.000131559,0.00012319024,0.0003011189,0.0003072321,0.00023871347,0.00020998598,0.00034308882,0.0001894226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016205183,0.00013332594,0.9703251,0.00005447469,0.0001335531,0.00011209121,0.00027674748,0.0007123321,0.010902865,0.00004179776,0.00017421381,0.015512945],"study_design_scores_gemma":[0.000005970293,0.00062859163,0.99648774,0.0000064693418,0.000025955742,0.00024240282,0.00006550762,0.001082565,0.0013301314,0.000035430767,0.00008351261,0.0000057697994],"about_ca_topic_score_codex":0.0009098883,"about_ca_topic_score_gemma":0.00069943676,"teacher_disagreement_score":0.0009147875,"about_ca_system_score_codex":0.00016528217,"about_ca_system_score_gemma":0.00022068903,"threshold_uncertainty_score":0.0048378706},"labels":[],"label_agreement":null},{"id":"W4415497987","doi":"10.4266/acc.003744","title":"High-flow nasal cannula for respiratory support in children with severe asthma attack: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Acute and Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nasal cannula; Oxygen therapy; Respiratory system; Asthma; Respiratory disease","score_opus":0.026473845790791883,"score_gpt":0.3335837895408601,"score_spread":0.3071099437500682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415497987","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004142128,0.9948501,0.00025229363,0.0001026056,0.00008569421,0.00019479367,0.0002040299,0.000012290598,0.0001559213],"genre_scores_gemma":[0.14009298,0.85519636,0.0019847646,0.0006779494,0.0002313288,0.0010276664,0.0005321681,0.000017032398,0.00023976795],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935731,0.0029147156,0.0018217537,0.00067190337,0.0007858475,0.00023255796],"domain_scores_gemma":[0.98847264,0.008273352,0.0019960676,0.000276616,0.0008056179,0.00017576513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010141856,0.0022314356,0.017333932,0.0050797067,0.00061528536,0.002931966,0.0020080511,0.0022952997,0.0030381298],"category_scores_gemma":[0.022075096,0.0012786089,0.03840399,0.0059993686,0.0005950584,0.0016020973,0.001150415,0.0017655056,0.00020415135],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002344754,0.00004776408,0.003287776,0.40476125,0.5763702,0.00013073404,0.000079864614,0.00045547364,0.00020487304,0.0001017619,0.00044407035,0.011771485],"study_design_scores_gemma":[0.00057193043,0.0002506958,0.0031847663,0.022650866,0.97181004,0.000091571936,0.000041006384,0.00014784734,0.00008621368,0.00009074683,0.0010569236,0.000017405868],"about_ca_topic_score_codex":0.006557788,"about_ca_topic_score_gemma":0.015636815,"teacher_disagreement_score":0.017333932,"about_ca_system_score_codex":0.002553607,"about_ca_system_score_gemma":0.0033502246,"threshold_uncertainty_score":0.053635895},"labels":[],"label_agreement":null}]}