{"meta":{"query_hash":"0d9fac41135e","filters":{"venue":"Journal of Intensive Medicine"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/0d9fac41135e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Intensive+Medicine"},"results":[{"id":"W4206555879","doi":"10.1016/j.jointm.2021.12.002","title":"Female representation in intensive care medicine: Challenges and perspectives from China","year":2022,"lang":"en","type":"article","venue":"Journal of Intensive Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","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":"McGill University","funders":"","keywords":"Intensive care; Workforce; Intensive care unit; China; Medicine; Representation (politics); Work (physics); Nursing; Perspective (graphical); Family medicine; Intensive care medicine; Political science","score_opus":0.07848463563911495,"score_gpt":0.34372082243743163,"score_spread":0.2652361867983167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206555879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75021255,0.08018825,0.0000164135,0.15753146,0.0018777705,0.00017868381,0.0000058019773,0.000011412599,0.0099776685],"genre_scores_gemma":[0.9809177,0.013943828,0.000032123287,0.0034589951,0.0014324905,0.0000028481759,0.0000066276925,0.000008097962,0.00019729562],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973447,0.0004764191,0.0004160528,0.0002284011,0.0013297381,0.00020471761],"domain_scores_gemma":[0.9940368,0.00045723963,0.00040579474,0.00013007186,0.0047956402,0.00017445227],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014725585,0.00012822852,0.0005445507,0.0004274004,0.00028364942,0.000008422222,0.00036626594,0.00005187018,0.0008050069],"category_scores_gemma":[0.011147524,0.000099239565,0.00005777422,0.00031684167,0.0011497273,0.00018835529,0.00015101655,0.0006548226,0.000001255435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023770874,0.000017031576,0.0069943075,0.00001326538,0.00006525058,0.0005375411,0.9642902,0.00000981709,0.00025787565,0.0015833778,0.013441462,0.012552167],"study_design_scores_gemma":[0.001818742,0.0011874735,0.05967511,0.0003533358,0.00009423123,0.00005773069,0.92789626,0.000003722676,0.000012541778,0.0014362795,0.0073814816,0.00008308319],"about_ca_topic_score_codex":0.005004746,"about_ca_topic_score_gemma":0.00083614385,"teacher_disagreement_score":0.23070516,"about_ca_system_score_codex":0.00033673694,"about_ca_system_score_gemma":0.00011967068,"threshold_uncertainty_score":0.997182},"labels":[],"label_agreement":null},{"id":"W4307142983","doi":"10.1016/j.jointm.2022.08.006","title":"Non-invasive ventilation for acute hypoxemic respiratory failure, including COVID-19","year":2022,"lang":"en","type":"review","venue":"Journal of Intensive Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Intubation; Ventilation (architecture); Airway management; Coronavirus disease 2019 (COVID-19); Endotracheal intubation; Airway; Anesthesia; Disease; Internal medicine","score_opus":0.2252756330521082,"score_gpt":0.4517382046000297,"score_spread":0.22646257154792152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307142983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000954279,0.98845184,0.0034747915,0.0017735356,0.0036631403,0.002248774,0.00005553668,0.000030660114,0.00020628922],"genre_scores_gemma":[0.000026444188,0.9746275,0.0006661201,0.019492252,0.0039897026,0.00013617848,0.00023397688,0.000155435,0.0006724119],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950935,0.00016851601,0.0026464097,0.00048577966,0.0011267458,0.00047904748],"domain_scores_gemma":[0.99022514,0.0011465232,0.0040267007,0.00052385667,0.003165109,0.000912669],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022944207,0.0006751351,0.0045836484,0.0017789473,0.0002604065,0.00001631957,0.0004539884,0.00040834516,0.001132647],"category_scores_gemma":[0.012777164,0.00045894773,0.0015176048,0.0006530291,0.00020454706,0.0001597964,0.00016249923,0.0016207967,0.000016393347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015884979,0.00013479483,0.00004624844,0.026931502,0.005717312,0.0081849685,0.0012090807,0.000002468202,0.0031053973,0.00012133246,0.6593945,0.2935639],"study_design_scores_gemma":[0.0033724066,0.00524491,0.0000023765513,0.014972854,0.011765377,0.0059720576,0.0024467504,0.0000015303957,0.00015856349,0.00014348124,0.9555952,0.00032449624],"about_ca_topic_score_codex":0.000004934401,"about_ca_topic_score_gemma":0.000003556616,"teacher_disagreement_score":0.2962007,"about_ca_system_score_codex":0.0014501654,"about_ca_system_score_gemma":0.0050195637,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W4399135197","doi":"10.1016/j.jointm.2024.04.002","title":"Adaptive platform trials in critical care","year":2024,"lang":"en","type":"editorial","venue":"Journal of Intensive Medicine","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Queen's University","funders":"","keywords":"Computer science","score_opus":0.7245509537399367,"score_gpt":0.6600429668569011,"score_spread":0.0645079868830356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399135197","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018359418,0.006124326,0.012189982,0.0045308536,0.9747057,0.00051592925,0.00035880765,0.000025660156,0.0015304026],"genre_scores_gemma":[0.00024011634,0.00062079,0.119767725,0.0005232515,0.8784428,0.00001364715,0.00000721601,0.00012309973,0.0002613389],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98522943,0.0027426833,0.008191804,0.00052316947,0.0027924704,0.00052046805],"domain_scores_gemma":[0.19009504,0.7805941,0.0038720912,0.0006295361,0.024248747,0.00056044414],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03271121,0.0006386236,0.007996017,0.0009793501,0.000033857603,0.00004459392,0.00069804164,0.0015960368,0.0006755503],"category_scores_gemma":[0.98102987,0.0003768441,0.0009979904,0.0004379934,0.00087076466,0.00009819203,0.00019235114,0.0065462734,0.00004205489],"study_design_candidate":"not_applicable","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":[0.0016826289,0.000055118486,8.487747e-7,0.0013563809,0.000409692,0.0030588063,0.0013903575,2.8069852e-7,0.000017727554,0.010065384,0.9778182,0.0041445987],"study_design_scores_gemma":[0.0033105859,0.0039399983,0.0000017987026,0.019872297,0.0025473582,0.00009545218,0.011391363,0.000013381104,0.00004629211,0.79181266,0.16663861,0.00033022254],"about_ca_topic_score_codex":0.000029273066,"about_ca_topic_score_gemma":0.00001848279,"teacher_disagreement_score":0.94831866,"about_ca_system_score_codex":0.0007090809,"about_ca_system_score_gemma":0.0010236411,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W4402974468","doi":"10.1016/j.jointm.2024.08.002","title":"Redefining sepsis management: The comprehensive impact of artificial intelligence","year":2024,"lang":"en","type":"editorial","venue":"Journal of Intensive Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Sepsis; Computer science; Medicine; Internal medicine","score_opus":0.11242236421424019,"score_gpt":0.414925471307076,"score_spread":0.30250310709283584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402974468","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008029452,0.037280727,0.00022200539,0.015635628,0.9353598,0.0008804016,0.000109797875,0.00002989229,0.002452343],"genre_scores_gemma":[0.07238453,0.02091966,0.00056972593,0.0018526817,0.90309876,0.000024873043,0.0001588314,0.00017254353,0.00081842125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530905,0.000117818825,0.0019988266,0.00036164446,0.0018542559,0.0003583765],"domain_scores_gemma":[0.9853134,0.0025348125,0.0016849737,0.00056415674,0.009663021,0.00023962236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000727242,0.00056362385,0.0021470452,0.0008506847,0.00006753001,0.000029245079,0.0003887656,0.00037336358,0.0004184071],"category_scores_gemma":[0.0049686152,0.0002642304,0.001200433,0.0006222342,0.0005699709,0.00005267724,0.00014949695,0.0018544007,0.000051987496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009044893,0.00016820192,0.00007329726,0.00050951546,0.0066660745,0.0024642367,0.0013895169,0.00003374179,0.00013977183,0.00017173043,0.97556376,0.011915648],"study_design_scores_gemma":[0.0035747117,0.028131125,0.00264922,0.06243353,0.02972878,0.0021502771,0.04773191,0.00027096478,0.001247945,0.0052074287,0.8160387,0.0008353933],"about_ca_topic_score_codex":0.0001996944,"about_ca_topic_score_gemma":0.000005776535,"teacher_disagreement_score":0.15952507,"about_ca_system_score_codex":0.00055896956,"about_ca_system_score_gemma":0.00044559184,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W4403461073","doi":"10.1016/j.jointm.2024.07.006","title":"Nebulized aminoglycosides for ventilator-associated pneumonia: Methodological considerations and lessons from experimental studies","year":2024,"lang":"en","type":"review","venue":"Journal of Intensive Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"West China Hospital, Sichuan University; Sorbonne Université; Sichuan University; Université de Poitiers; Université Catholique de Louvain; Universiteit Gent; Assistance Publique - Hôpitaux de Paris; National and Kapodistrian University of Athens; Università degli Studi di Genova","keywords":"Intensive care medicine; Ventilator-associated pneumonia; Pneumonia; Medicine; Internal medicine","score_opus":0.5591339873595221,"score_gpt":0.5775411735813067,"score_spread":0.01840718622178461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403461073","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008179198,0.98704195,0.00013822988,0.006687909,0.004076917,0.0010705652,0.00008506622,0.00004260325,0.00003881922],"genre_scores_gemma":[0.0009525578,0.9917886,0.0031954183,0.0014892677,0.0021859615,0.00010403905,0.00004740106,0.00007509438,0.00016164144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652594,0.0004587009,0.0019380423,0.00040914034,0.00039502137,0.00027312955],"domain_scores_gemma":[0.9872524,0.007103442,0.0013553295,0.00023960917,0.0038034727,0.000245724],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012892107,0.00056352373,0.005471276,0.0006098591,0.00016170785,0.00003489957,0.00010140358,0.00041115237,0.000097595905],"category_scores_gemma":[0.038355686,0.00032091868,0.0009382364,0.0002692561,0.0007695017,0.00007398007,0.0001289821,0.0012800931,0.000008361269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058574666,0.0006454875,0.0000334996,0.011880647,0.034914445,0.0040763943,0.004190379,7.128536e-7,0.008699155,0.0018570073,0.84099907,0.09211745],"study_design_scores_gemma":[0.0050745057,0.00595216,0.000036418834,0.13411638,0.05131545,0.011895198,0.010143546,0.000006166369,0.0009348302,0.0072856736,0.7726428,0.0005968977],"about_ca_topic_score_codex":0.000020348343,"about_ca_topic_score_gemma":0.000007565337,"teacher_disagreement_score":0.12223574,"about_ca_system_score_codex":0.00061610644,"about_ca_system_score_gemma":0.00038377824,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W4406791623","doi":"10.1016/j.jointm.2024.12.006","title":"Anemia as a potent marker of in-hospital mortality in patients admitted to the cardiac intensive care unit: Data from the Critical Care Cardiology Trials Network (CCCTN) Registry","year":2025,"lang":"en","type":"article","venue":"Journal of Intensive Medicine","topic":"Erythropoietin and Anemia 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":"University of Alberta; McGill University","funders":"National Institutes of Health; American Heart Association","keywords":"Medicine; Intensive care unit; Internal medicine; Intensive care medicine; Cardiology; Emergency medicine; Anemia","score_opus":0.057782008806972374,"score_gpt":0.38514628740620155,"score_spread":0.3273642785992292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406791623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104358,0.012962022,0.000028602082,0.07170098,0.0032155833,0.000993224,0.00020317748,0.0000057002585,0.0004549053],"genre_scores_gemma":[0.98654443,0.00060039805,0.00009432476,0.011116019,0.0012872776,0.0000123991895,0.0002877552,0.000019193043,0.000038184902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958649,0.0010045442,0.0016963963,0.00039997257,0.00065489544,0.00037928525],"domain_scores_gemma":[0.985533,0.0025099993,0.0005580881,0.0011856555,0.010014592,0.00019867574],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015304404,0.00031703294,0.0021349906,0.00017420806,0.00006885148,0.000009569081,0.00057799614,0.00020264008,0.000052417654],"category_scores_gemma":[0.05507661,0.00015350574,0.00030168492,0.0005447601,0.0005867244,0.00005244996,0.00036686246,0.0010383254,0.0000041223175],"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":[0.0022300242,0.0000730082,0.8736541,0.00011068249,0.0006667474,0.0008823879,0.0059428215,0.000038472626,0.000056304147,0.000030261286,0.114790596,0.0015245468],"study_design_scores_gemma":[0.0047091683,0.0021277287,0.78827083,0.0038648774,0.0013898435,0.000042574095,0.1953142,0.0000069445678,0.00006840023,0.000083605395,0.0040148906,0.00010693174],"about_ca_topic_score_codex":0.002155505,"about_ca_topic_score_gemma":0.00030259945,"teacher_disagreement_score":0.18937138,"about_ca_system_score_codex":0.00033175683,"about_ca_system_score_gemma":0.0005375786,"threshold_uncertainty_score":0.9528829},"labels":[],"label_agreement":null}]}