{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"148d5f3d8de6","filters":{"venue":"Connect The World of Critical Care Nursing"}},"results":[{"id":"W3003983328","doi":"10.1891/1748-6254.13.2.71","title":"Addressing Moral Distress in Critical Care Nurses: A Systemized Literature Review of Intervention Studies","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Ethics in medical practice","field":"Health Professions","cited_by":19,"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":"","keywords":"CINAHL; Psychological intervention; Distress; Scopus; Intervention (counseling); MEDLINE; Health care; Psychology; Medicine; Nursing; Psychotherapist; Political science","authors":[{"name":"Sonya L. Dacar","is_ca":false},{"name":"Christine L. Covell","is_ca":true},{"name":"Elizabeth Papathanassoglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2033150528895526,"gpt":0.600171223090532,"spread":0.3968561702009793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003522414,0.0002551482,0.001092729,0.000180707,0.000397761,0.00002218757,0.0004493532,0.0002688481,0.0002417642],"category_scores_gemma":[0.0730495,0.0001843194,0.0002667696,0.0006744728,0.001414062,0.0002466976,0.0001558568,0.003505984,0.00001844421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267829,"about_ca_system_score_gemma":0.0001756247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487534,"about_ca_topic_score_gemma":0.0001017273,"domain_scores_codex":[0.9895974,0.007192646,0.00145637,0.0004160733,0.0007793251,0.0005581949],"domain_scores_gemma":[0.9638781,0.03249327,0.0003060855,0.0006855985,0.002503851,0.0001330695],"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":[0.0005010344,0.0002507064,0.002119366,0.6145121,0.00005808552,0.00007005249,0.08204981,0.000002688688,0.0002186864,0.2895829,0.001434335,0.009200193],"study_design_scores_gemma":[0.00116353,0.0001458995,0.000275793,0.7213382,0.0004491503,0.00001154437,0.2663447,0.00004207136,0.0001912747,0.009532648,0.0002876898,0.0002175536],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02732421,0.8998477,0.0001457682,0.03123774,0.007367101,0.002303981,0.0001316303,0.00008001312,0.03156184],"genre_scores_gemma":[0.9968627,0.0009587251,0.000417737,0.001260129,0.000239336,0.00009007716,0.00003536886,0.00003579778,0.0001001376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9695385,"threshold_uncertainty_score":0.9987929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970889236","doi":"10.1891/1748-6254.13.1.3","title":"World Federation of Critical Care Nurses 2019 Position Statement: Provision of a Critical Care Nursing Workforce","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Position statement; Workforce; Nursing; Position (finance); Statement (logic); Critical care nursing; Medicine; Political science; Business; Family medicine; Health care","authors":[{"name":"Melissa J. Bloomer","is_ca":false},{"name":"Paul Fulbrook","is_ca":false},{"name":"Sandra Goldsworthy","is_ca":true},{"name":"Sarah Livesay","is_ca":false},{"name":"Marion Mitchell","is_ca":false},{"name":"Ged Williams","is_ca":false},{"name":"Adriano Friganović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177001137043746,"gpt":0.3775806871172202,"spread":0.3598805734128456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000285253,0.0003473155,0.0008299456,0.0004322956,0.000303058,0.00007492286,0.0001717727,0.0001710127,0.0001030269],"category_scores_gemma":[0.001424812,0.000289253,0.000423609,0.0006182106,0.001580638,0.000256698,0.0000375733,0.0004643163,0.00001082134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005183341,"about_ca_system_score_gemma":0.000308406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002997681,"about_ca_topic_score_gemma":0.00004821518,"domain_scores_codex":[0.9965145,0.0003863558,0.0009675257,0.000531396,0.001018395,0.0005818538],"domain_scores_gemma":[0.9946312,0.002084352,0.0001446653,0.0005770118,0.002332409,0.0002303584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.007453101,0.002280638,0.008826521,0.03645095,0.0001738597,0.0001063464,0.1609204,0.0006191306,0.1115723,0.5242623,0.001970909,0.1453635],"study_design_scores_gemma":[0.007103222,0.004122827,0.02145445,0.05484132,0.005953607,0.000093173,0.5556117,0.00211144,0.3319809,0.01450154,0.0005393521,0.001686545],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836008,0.02540195,0.003655285,0.022835,0.009788645,0.003394294,0.0002990738,0.0001830094,0.05084195],"genre_scores_gemma":[0.9978401,0.000005894561,0.001194504,0.0001391737,0.0004338487,0.00001992823,0.0002360953,0.00006248932,0.00006794388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5097608,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970167588","doi":"10.1891/1748-6254.13.1.46","title":"Knowledge, Attitude, and Practice of Healthcare Professionals Regarding Family Presence During Resuscitation: An Interventional Study in a Tertiary Care Setting, Karachi, Pakistan","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tertiary care; Health care; Health professionals; Tertiary level; Medicine; Resuscitation; Family medicine; Nursing; Psychology; Medical education; Medical emergency; Emergency medicine; Political science","authors":[{"name":"Shaista Meghani","is_ca":false},{"name":"Rozina Karmaliani","is_ca":false},{"name":"Khairulnissa Ajani","is_ca":false},{"name":"Shireen Shehzad Bhamani","is_ca":false},{"name":"Nadeem Ullah Khan","is_ca":false},{"name":"Nasreen Lalani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06393659057610684,"gpt":0.4911402796566244,"spread":0.4272036890805175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001318896,0.0002468712,0.0004736725,0.000358354,0.0005843735,0.00002064958,0.0003287526,0.0001439918,0.00003818404],"category_scores_gemma":[0.008692164,0.0002033295,0.0001066815,0.0004649993,0.0003882009,0.0004015591,0.000205758,0.001004463,0.000005261548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045046,"about_ca_system_score_gemma":0.0003415119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935876,"about_ca_topic_score_gemma":0.00118571,"domain_scores_codex":[0.9931586,0.004161207,0.0011409,0.0005216721,0.0005302735,0.000487304],"domain_scores_gemma":[0.9792906,0.01507257,0.0003519713,0.0005259113,0.004615983,0.000142973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002217999,0.001366196,0.5021646,0.0137431,0.00007760298,0.00005535386,0.4442545,0.00004064862,0.001742773,0.03048,0.0006229974,0.003234303],"study_design_scores_gemma":[0.001410195,0.000784218,0.2414509,0.01978599,0.00009149527,0.00000718104,0.7354984,0.00003918044,0.0001721401,0.0004140594,0.0001234907,0.0002227859],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977416,0.007537273,0.00001753281,0.002852403,0.002662138,0.002090302,0.00007505641,0.00004049423,0.00730881],"genre_scores_gemma":[0.9986842,0.000004453727,0.0003561532,0.0005241242,0.0001453932,0.00009936111,0.00004249608,0.00003478122,0.0001089894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2912439,"threshold_uncertainty_score":0.999658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048924958","doi":"10.1891/wfccn-d-20-00009","title":"Critical Care Nurses as Frontline Warriors During COVID-19 in Pakistan","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"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":"","keywords":"CINAHL; Medicine; Nursing; Personal protective equipment; Pandemic; Health care; Population; Anxiety; Isolation (microbiology); MEDLINE; Workplace violence; Harassment; Family medicine; Coronavirus disease 2019 (COVID-19); Suicide prevention; Poison control; Environmental health; Psychiatry; Psychological intervention; Political science","authors":[{"name":"Shaista Meghani","is_ca":false},{"name":"Nasreen Lalani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04324484430985683,"gpt":0.4879117758925334,"spread":0.4446669315826766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003113473,0.0003000631,0.0005395342,0.000299947,0.0002936259,0.00004590413,0.0004150675,0.0001571667,0.002449426],"category_scores_gemma":[0.001129222,0.0002631052,0.0001907332,0.0004274315,0.0008859519,0.0001029714,0.00006385206,0.0005855542,0.0001680701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604718,"about_ca_system_score_gemma":0.0005690633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387148,"about_ca_topic_score_gemma":0.00179168,"domain_scores_codex":[0.9969366,0.0004865771,0.0006234093,0.0006451363,0.0004041729,0.0009040631],"domain_scores_gemma":[0.9950677,0.00345685,0.00005608181,0.0007285186,0.0002004667,0.0004904144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.003609541,0.0009439375,0.0455846,0.007629244,0.00004465633,0.0006864657,0.2082314,0.00006993774,0.002004601,0.701573,0.0009585351,0.02866413],"study_design_scores_gemma":[0.008465732,0.001845273,0.05365617,0.003085704,0.0004706557,0.0002852406,0.8777781,0.00007520955,0.006500346,0.02402575,0.02217439,0.00163745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201113,0.01125288,0.0000870159,0.01572249,0.004476183,0.0008539278,0.00009217369,0.0001376498,0.04726635],"genre_scores_gemma":[0.9960873,0.000003712567,0.00008643181,0.002977211,0.0002491951,0.00003765785,0.00002061865,0.00005450596,0.0004833426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775472,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895424679","doi":"10.1891/1748-6254.8.2.29","title":"The Nordic ICU Nursing Research Network","year":2011,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Nursing; Medicine; Psychology","authors":[{"name":"Ingrid Egerod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3881337846104604,"gpt":0.5973307085104582,"spread":0.2091969238999978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007351617,0.0001208536,0.0002080658,0.0001546212,0.007381407,0.00004055733,0.0007810851,0.00009853635,0.00036832],"category_scores_gemma":[0.00568965,0.0000700957,0.00007637547,0.001432438,0.00329856,0.0001167672,0.00008442769,0.00158124,0.0001510957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880844,"about_ca_system_score_gemma":0.001333102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350727,"about_ca_topic_score_gemma":0.0005617204,"domain_scores_codex":[0.9930891,0.003108478,0.0005536082,0.0002949704,0.0008729672,0.00208084],"domain_scores_gemma":[0.983164,0.01437175,0.00007266708,0.0006430174,0.001335533,0.0004130442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003621994,0.0001520669,0.003542901,0.0004391783,0.000008642881,0.000005410187,0.1087839,0.000004852848,0.00008000886,0.6041583,0.1618148,0.1206477],"study_design_scores_gemma":[0.0005807983,0.0006740775,0.04817777,0.007780819,0.00006885675,0.000009505146,0.4547761,0.0005473885,0.0004500031,0.4533817,0.03316913,0.0003838509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08205097,0.01388793,0.0007453255,0.09712353,0.01074108,0.002194195,0.000008436966,0.0001138232,0.7931347],"genre_scores_gemma":[0.9967109,0.00003287772,0.0004413073,0.000487523,0.001483243,0.00009644432,0.000002428291,0.00002022296,0.0007250464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9146599,"threshold_uncertainty_score":0.9994139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137706570","doi":"10.1891/wfccn-d-20-00015","title":"Synthesis of Intensive Care Nurses' Experiences of Caring for Patients With Delirium","year":2020,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Sturgeon Community Hospital; Alberta Health Services","funders":"","keywords":"Delirium; Intensive care; Nursing; Psychology; Medicine; Intensive care medicine","authors":[{"name":"Zhihua Yang","is_ca":true},{"name":"Edith Pituskin","is_ca":true},{"name":"Colleen M. Norris","is_ca":true},{"name":"Elizabeth Papathanassoglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.020672309967432,"gpt":0.316032269030547,"spread":0.295359959063115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00003909887,0.0001834004,0.0005820234,0.0001204441,0.00007256153,0.000006131342,0.000154389,0.00005110749,0.00002748479],"category_scores_gemma":[0.03981185,0.0001314582,0.0002048461,0.0003025842,0.001395748,0.00004789474,0.00002644377,0.0001490047,3.928754e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005768464,"about_ca_system_score_gemma":0.0001167427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001111551,"about_ca_topic_score_gemma":0.000008503899,"domain_scores_codex":[0.998711,0.00006611483,0.0003655299,0.000257285,0.0003410987,0.0002589071],"domain_scores_gemma":[0.9468462,0.00173865,0.0001128832,0.0002024261,0.05099355,0.0001062913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00987707,0.0003154063,0.01134437,0.007600775,0.0004116064,0.00002600939,0.9153807,0.00002634008,0.005897475,0.007259225,0.002142381,0.03971865],"study_design_scores_gemma":[0.0008251377,0.001238477,0.0008444428,0.002622386,0.0007337422,0.000002287956,0.8047702,0.00004151151,0.1887155,0.00004388369,0.00002903387,0.0001333393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854648,0.001391378,0.0006871364,0.006824704,0.0004334117,0.001019169,0.00009941843,0.00002498798,0.004055026],"genre_scores_gemma":[0.9946856,8.792854e-7,0.0004312142,0.004718425,0.00005785886,0.00004777787,0.00002233793,0.00003319488,0.00000274093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182818,"threshold_uncertainty_score":0.9682762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895537409","doi":"10.1891/1748-6254.4.2.39","title":"World Federation of Critical Care Nurses Council Meeting, August 2005, Buenos Aires, Argentina","year":2005,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Library science; Economic growth","authors":[{"name":"John Albarran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09248070408731862,"gpt":0.4374887834375823,"spread":0.3450080793502637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008761738,0.0002815819,0.0005117543,0.0002625539,0.001119231,0.00006572775,0.0003721559,0.0001119885,0.001379193],"category_scores_gemma":[0.002988239,0.00024091,0.0002003679,0.0003715527,0.0009258376,0.0001913759,0.0001152489,0.0005339775,0.00008627266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008695712,"about_ca_system_score_gemma":0.0006509335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002148646,"about_ca_topic_score_gemma":0.01190996,"domain_scores_codex":[0.9959339,0.0009111983,0.0009434203,0.0004216974,0.0009164111,0.000873396],"domain_scores_gemma":[0.9947146,0.002850877,0.0001576943,0.0005977564,0.001459182,0.0002199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001481671,0.001047517,0.0005527516,0.007788757,0.00009634312,0.00004365095,0.1213517,0.000128564,0.002059302,0.583288,0.2336341,0.04852756],"study_design_scores_gemma":[0.001900835,0.0003199646,0.0008180939,0.007292992,0.001054365,0.00000651258,0.2763996,0.0002622801,0.006951652,0.00395892,0.7002796,0.0007551399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07564215,0.01740988,0.0009128132,0.05376479,0.00447653,0.002127127,0.0001477705,0.0002766389,0.8452423],"genre_scores_gemma":[0.9896903,0.00000863412,0.0006342274,0.00144494,0.0006604221,0.00008160535,0.00002351809,0.00005208512,0.007404258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9140481,"threshold_uncertainty_score":0.9995337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3142560867","doi":"10.1891/wfccn-d-20-00016","title":"Understanding Acute Care Usage by Adult Chronically Critically Ill Ventilated Patients: A Chart Review","year":2020,"lang":"en","type":"review","venue":"Connect The World of Critical Care Nursing","topic":"Intensive Care Unit Cognitive Disorders","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":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Critically ill; Intensive care medicine; Medicine; Chart; Critical illness","authors":[{"name":"Sarah Crowe","is_ca":true},{"name":"A. Fuchsia Howard","is_ca":false},{"name":"Gregory Haljan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05784420965933813,"gpt":0.3817649968814759,"spread":0.3239207872221378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001967471,0.0009905349,0.0038707,0.0003003358,0.0003091115,0.00007070641,0.0005887238,0.0003837768,0.0003528059],"category_scores_gemma":[0.03748715,0.0007570187,0.00180674,0.001180698,0.001840378,0.0000988624,0.0001495497,0.001848898,0.00006751902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916689,"about_ca_system_score_gemma":0.000856624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003406263,"about_ca_topic_score_gemma":0.000009880039,"domain_scores_codex":[0.9946837,0.0007114432,0.001578322,0.001028179,0.001021063,0.0009772703],"domain_scores_gemma":[0.9691846,0.00223935,0.0003151971,0.0008115704,0.02692297,0.000526361],"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":[0.0002746902,0.0003532801,0.000005369996,0.3378066,0.001231077,0.0005691152,0.00141592,2.598555e-8,0.00001265087,0.01298855,0.07142846,0.5739142],"study_design_scores_gemma":[0.000973086,0.0009886795,0.000001589993,0.4777046,0.02637774,0.0001207125,0.008298386,0.000003680776,0.00003622963,0.0001706642,0.484408,0.000916703],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001531334,0.96558,0.0004710819,0.01560355,0.0008182654,0.003123402,0.0008788664,0.0001291093,0.01339416],"genre_scores_gemma":[0.006997332,0.9456752,0.0001187515,0.04434141,0.0002214254,0.0001274275,0.002203346,0.0002607281,0.00005438216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5729976,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233299884","doi":"10.1891/1748-6254.12.4.90","title":"Sharing Innovative Research and Practice Development Initiatives in Critical Care Nursing","year":2018,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Nursing practice; Medicine","authors":[{"name":"Elizabeth Papathanassoglou","is_ca":true},{"name":"Paul Fulbrook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.54691713778925,"gpt":0.627070686559687,"spread":0.08015354877043701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002574017,0.0002037051,0.0003431987,0.0004419892,0.002090779,0.00003167681,0.000261591,0.0001307002,0.0001242727],"category_scores_gemma":[0.005798232,0.0001690195,0.00002327761,0.001158933,0.002433051,0.0002477087,0.0001770157,0.001253203,0.00003055944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109862,"about_ca_system_score_gemma":0.0006902364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007577921,"about_ca_topic_score_gemma":0.0004059441,"domain_scores_codex":[0.9950668,0.001794215,0.0008773232,0.0004940308,0.0006673642,0.001100296],"domain_scores_gemma":[0.9817069,0.01443715,0.00009923716,0.0003265441,0.003179475,0.0002507366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001048218,0.0003298007,0.01409685,0.004328021,0.00001101683,0.00001979934,0.4999929,3.32115e-7,0.000183652,0.4547964,0.0001677126,0.02502524],"study_design_scores_gemma":[0.001174096,0.001197404,0.01513393,0.0256026,0.00003486727,0.000007786383,0.9285237,0.00005122543,0.004701887,0.02140751,0.001807806,0.0003571798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5980308,0.00716731,0.0005238535,0.01756551,0.002475901,0.002397402,0.00003730592,0.00007549268,0.3717265],"genre_scores_gemma":[0.9942927,0.000006468582,0.003737916,0.001400258,0.0003549145,0.0001145053,0.00003043168,0.00002971191,0.00003308639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333889,"threshold_uncertainty_score":0.9992084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229566742","doi":"10.1891/1748-6254.9.4.124","title":"Editorial","year":2015,"lang":"en","type":"editorial","venue":"Connect The World of Critical Care Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Psychology; Sociology; Political science; Business","authors":[{"name":"Sek Ying Chair","is_ca":true},{"name":"Elizabeth Papathanassoglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02010182530438972,"gpt":0.3688926884886182,"spread":0.3487908631842285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000756601,0.0004496161,0.000681049,0.0003431938,0.0003107739,0.0001990869,0.0008369298,0.0005277575,0.000109239],"category_scores_gemma":[0.008232966,0.000374889,0.0002798559,0.000468737,0.001090988,0.0001033577,0.00007385455,0.00135802,0.00005784533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911933,"about_ca_system_score_gemma":0.0004259284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005453266,"about_ca_topic_score_gemma":0.00007058977,"domain_scores_codex":[0.9958441,0.0004092033,0.0006203387,0.0005774137,0.001908265,0.0006406622],"domain_scores_gemma":[0.9924846,0.003873979,0.0002113876,0.0009556815,0.00222482,0.000249477],"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":[0.0003416144,0.0001357678,2.339279e-7,0.000495826,0.00002083676,0.000001766546,0.002848939,0.000003362915,0.00001969593,0.002725174,0.9818106,0.01159615],"study_design_scores_gemma":[0.0006008879,0.0002683698,0.000001134475,0.001666659,0.0008102298,0.000001144074,0.003126558,0.000006039045,0.0003289653,0.007822962,0.9849434,0.0004235921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000006491722,0.003022766,0.00001949807,0.009872196,0.9486121,0.0004174042,0.00008596155,0.0001559115,0.03780771],"genre_scores_gemma":[0.02208843,0.000002529743,0.0001465348,0.0001811461,0.9751548,0.00002957718,0.0002201632,0.0001151376,0.00206168],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03574603,"threshold_uncertainty_score":0.9998703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137506309","doi":"10.1891/wfccn-d-20-00014","title":"Altered Mental Status: An Exploration of Definitions and Descriptors in the Literature","year":2020,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Cognitive psychology","authors":[{"name":"Yuko Ikematsu","is_ca":false},{"name":"Elizabeth Papathanassoglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09049608536806147,"gpt":0.3606727255677942,"spread":0.2701766401997328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009956679,0.00006391573,0.0001405907,0.00005772693,0.00006761531,0.00002374874,0.00003917619,0.00002590762,0.00000600756],"category_scores_gemma":[0.0003406616,0.00003954093,0.00005048394,0.0002795725,0.0002712287,0.0001730674,0.000006965938,0.0001443553,2.931464e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002112629,"about_ca_system_score_gemma":0.00002697713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004860074,"about_ca_topic_score_gemma":0.00002474087,"domain_scores_codex":[0.9993218,0.0001470867,0.0001634665,0.0001016801,0.0001596527,0.0001062708],"domain_scores_gemma":[0.9994125,0.0002868507,0.00002298019,0.000102166,0.0001131106,0.00006243001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001302426,0.0003322166,0.005336104,0.001480039,0.00004161962,0.0000303521,0.7637766,0.00002785253,0.02838949,0.179402,0.001019716,0.01886159],"study_design_scores_gemma":[0.004306633,0.001593923,0.06083898,0.005899746,0.0009826091,0.00003486823,0.8637629,0.001068506,0.02301027,0.03714078,0.000931284,0.0004295089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966221,0.00371382,0.0001877025,0.02658677,0.0004681239,0.0003658262,0.00004645475,0.00001443548,0.002395825],"genre_scores_gemma":[0.9989607,0.00002548679,0.0002319342,0.0005347076,0.0001591071,0.000006486491,0.00007440271,0.000006656287,5.396435e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422612,"threshold_uncertainty_score":0.1612432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164133622","doi":"10.1891/wfccn-d-21-00004","title":"The Impact of COVID-19 Pandemic on Critical Care Systems in Low- and Middle-Income Countries","year":2021,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Low and middle income countries; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Economic growth; Developing country; Virology; Medicine; Economics; Outbreak","authors":[{"name":"Ged Williams","is_ca":false},{"name":"Elizabeth Kusi‐Appiah","is_ca":true},{"name":"Elizabeth Papathanassoglou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1916738277397967,"gpt":0.4780298251209659,"spread":0.2863559973811692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001227801,0.0002891328,0.0008891186,0.00009322059,0.0004405646,0.00007211544,0.0003099723,0.0001328083,0.00003373985],"category_scores_gemma":[0.07737275,0.0001646856,0.000250906,0.0003755879,0.002394869,0.00004935275,0.000144407,0.0004592659,0.000001794396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007927486,"about_ca_system_score_gemma":0.0002973268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001759497,"about_ca_topic_score_gemma":0.0006389921,"domain_scores_codex":[0.9966424,0.001146491,0.0008223876,0.0004012377,0.0004085404,0.0005789351],"domain_scores_gemma":[0.9189747,0.07963286,0.0001045465,0.0005251376,0.0005711157,0.0001916547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000401084,0.0001327746,0.03496394,0.0099683,0.00007154728,0.00009145959,0.008630877,0.000220167,0.00006620881,0.9448564,0.0002283019,0.0003689109],"study_design_scores_gemma":[0.002821538,0.001503519,0.02617549,0.02414671,0.0008764425,0.0002256935,0.1447976,0.001519384,0.001101097,0.7947452,0.0008051528,0.001282199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858014,0.1027779,0.0009345551,0.03323564,0.0009277857,0.00105578,0.0002584892,0.000149524,0.002646294],"genre_scores_gemma":[0.9992342,0.00008197952,0.000133632,0.000374677,0.0001026058,0.00003122881,0.000002630609,0.00002393464,0.0000151107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501112,"threshold_uncertainty_score":0.9303989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046235505","doi":"10.1891/wfccn-d-19-00012","title":"Retrospective Assessment of the Standardized Mortality Ratio as a Measure of the Quality of Care in a Major Intensive Care Unit in the Republic of Cyprus","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","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":"University of Alberta","funders":"","keywords":"Intensive care unit; Measure (data warehouse); Retrospective cohort study; Unit (ring theory); Quality (philosophy); Medicine; Emergency medicine; Intensive care medicine; Psychology; Computer science; Internal medicine; Data mining","authors":[{"name":"Stelios Iordanou","is_ca":false},{"name":"Nicos Middleton","is_ca":false},{"name":"Elizabeth Papathanassoglou","is_ca":true},{"name":"Lakis Palazis","is_ca":false},{"name":"Vasilios Raftopoulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03988893913582016,"gpt":0.4062135828935655,"spread":0.3663246437577453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001719757,0.0002054178,0.001482862,0.0001241081,0.00006104543,0.0000106963,0.000418179,0.0001099663,0.00004472122],"category_scores_gemma":[0.00780438,0.0001002562,0.0008225439,0.0009580765,0.001217606,0.00004923328,0.0000757701,0.0005485252,1.270928e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885589,"about_ca_system_score_gemma":0.0006375926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006336954,"about_ca_topic_score_gemma":0.001418385,"domain_scores_codex":[0.9952343,0.00194238,0.0009796132,0.0002719402,0.001317801,0.0002540241],"domain_scores_gemma":[0.9916295,0.002797458,0.0003477579,0.001145249,0.004031712,0.0000483506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00135358,0.0001541164,0.7817886,0.001903048,0.0001532438,0.00001064806,0.05875687,0.00002644245,0.002721956,0.1525729,0.00001254625,0.0005460788],"study_design_scores_gemma":[0.00198858,0.0002902652,0.78068,0.001869847,0.000427208,0.000009104507,0.2025367,0.00001006277,0.01139712,0.0006503116,0.0000437886,0.00009695039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728661,0.00195299,0.000009342826,0.004865069,0.0002608754,0.001384587,0.0001002816,0.000006134811,0.01855464],"genre_scores_gemma":[0.9995675,0.000003877334,0.00002680907,0.0003101492,0.00002817002,0.00001626602,0.000006901758,0.00001585314,0.00002447985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519226,"threshold_uncertainty_score":0.9343136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970075331","doi":"10.1891/1748-6254.13.1.24","title":"The Frequency of and Reasons for Hospital Readmission Post Percutaneous Coronary Intervention","year":2019,"lang":"en","type":"article","venue":"Connect The World of Critical Care Nursing","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":"University of Alberta Hospital","funders":"","keywords":"Percutaneous coronary intervention; Medicine; Emergency medicine; Cardiology; Internal medicine; Medical emergency; Myocardial infarction","authors":[{"name":"Stephanie L. Wold","is_ca":true},{"name":"Neelam Saleem Punjani","is_ca":true},{"name":"Michelle M. Graham","is_ca":true},{"name":"Colleen M. Norris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01073071918644806,"gpt":0.3175094427176531,"spread":0.3067787235312051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514333,0.00009936054,0.0003614582,0.00003866586,0.0001087856,0.00001419324,0.00007674149,0.00004903047,0.00003920068],"category_scores_gemma":[0.001428036,0.00005615089,0.0003377775,0.00007170505,0.0004190761,0.00003064009,0.000015375,0.0001167136,0.000001407283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000410113,"about_ca_system_score_gemma":0.00003801289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000144798,"about_ca_topic_score_gemma":0.000008031204,"domain_scores_codex":[0.9991497,0.00009403343,0.0002461642,0.0001478706,0.0001868639,0.0001754085],"domain_scores_gemma":[0.9956366,0.003697561,0.00004496795,0.0002414587,0.0002941265,0.00008531789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003552349,0.0005201398,0.03826311,0.00269591,0.0002164673,0.0002094492,0.007010936,0.000001902842,0.02156845,0.7036863,0.0004141917,0.2218608],"study_design_scores_gemma":[0.01370572,0.0247687,0.6416666,0.02555845,0.008257615,0.01198795,0.179199,0.001035859,0.02651697,0.03856052,0.02660367,0.00213904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617845,0.006760478,0.00004570182,0.0207705,0.0003938352,0.0006567182,0.00001645849,0.00001934431,0.00955239],"genre_scores_gemma":[0.9991158,0.0000139873,0.0002406562,0.0001139735,0.00005567932,0.000005238588,0.00001122826,0.00001436489,0.0004290317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6651258,"threshold_uncertainty_score":0.2289767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}