{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":176,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":176,"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":"f35a9a09bba0","filters":{"venue":"JMIR Nursing"}},"results":[{"id":"W3118983571","doi":"10.2196/23933","title":"Predicted Influences of Artificial Intelligence on Nursing Education: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Saskatchewan; Western University; Registered Nurses' Association of Ontario","funders":"Associated Medical Services; Registered Nurses' Association of Ontario; University Health Network","keywords":"CINAHL; PsycINFO; MEDLINE; Nursing; Grey literature; Nurse education; Population; Systematic review; Health care; Scopus; Cochrane Library; Psychology; Medicine; Medical education; Psychological intervention","authors":[{"name":"Christine Buchanan","is_ca":true},{"name":"M Lyndsay Howitt","is_ca":true},{"name":"Rita Wilson","is_ca":true},{"name":"Richard Booth","is_ca":true},{"name":"Tracie Risling","is_ca":true},{"name":"Megan Bamford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2293602334629661,"gpt":0.5368891002739142,"spread":0.3075288668109482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03390418,0.001989909,0.004818594,0.02931269,0.001563141,0.007421685,0.002315329,0.003609271,0.005794994],"category_scores_gemma":[0.1524603,0.001721407,0.006571595,0.02483842,0.002019581,0.005880059,0.003390591,0.002222426,0.0006418518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008675686,"about_ca_system_score_gemma":0.03826766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008261813,"about_ca_topic_score_gemma":0.01780738,"domain_scores_codex":[0.9760482,0.00912132,0.008251946,0.001321077,0.004791796,0.0004656704],"domain_scores_gemma":[0.8126665,0.1553026,0.01742689,0.001747401,0.01206152,0.0007952044],"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":[0.00009938677,0.00004957512,0.001751297,0.8350838,0.00250802,0.0002426831,0.001279612,0.0004945972,0.0001383959,0.002707399,0.003002864,0.1526424],"study_design_scores_gemma":[0.00001736498,0.0000424438,0.001163469,0.9817125,0.004074991,0.0001275891,0.0004270546,0.0001389056,0.00008806124,0.0006668177,0.01152128,0.00001943745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001234186,0.9934878,0.0007138428,0.001050908,0.0003632371,0.001090605,0.0003932268,0.00001514896,0.001650995],"genre_scores_gemma":[0.009179567,0.986356,0.001719266,0.0005102226,0.0001149837,0.001725548,0.0002298185,0.00000599915,0.0001586215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03390418,"threshold_uncertainty_score":0.1793046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095399468","doi":"10.2196/23939","title":"Predicted Influences of Artificial Intelligence on the Domains of Nursing: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Saskatchewan; Western University; Registered Nurses' Association of Ontario","funders":"Associated Medical Services; Registered Nurses' Association of Ontario; University Health Network","keywords":"CINAHL; PsycINFO; MEDLINE; Health care; Scopus; Systematic review; Cochrane Library; Nursing; Psychology; Medicine; Medical education; Psychological intervention; Political science","authors":[{"name":"Christine Buchanan","is_ca":true},{"name":"M Lyndsay Howitt","is_ca":true},{"name":"Rita Wilson","is_ca":true},{"name":"Richard Booth","is_ca":true},{"name":"Tracie Risling","is_ca":true},{"name":"Megan Bamford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3748083766719962,"gpt":0.5181219872379147,"spread":0.1433136105659185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01852122,0.001453942,0.003727114,0.02460099,0.001415799,0.007032733,0.001853368,0.003257338,0.004406821],"category_scores_gemma":[0.0933523,0.00125928,0.004320544,0.02118726,0.002276592,0.004966066,0.002925078,0.0023688,0.0004587741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006788681,"about_ca_system_score_gemma":0.02414579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007950565,"about_ca_topic_score_gemma":0.0174945,"domain_scores_codex":[0.9869784,0.005089112,0.004151064,0.0008302309,0.002641504,0.0003096088],"domain_scores_gemma":[0.8839865,0.09987144,0.00741877,0.0009805314,0.007281467,0.0004610986],"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":[0.0001062553,0.00004822065,0.001180854,0.7384973,0.001915092,0.0002140694,0.001516347,0.0003079072,0.0001695542,0.003862648,0.003495629,0.2486861],"study_design_scores_gemma":[0.00001589142,0.00004515975,0.001177214,0.9722559,0.003317743,0.0002156184,0.0006448091,0.00009475729,0.00009727714,0.000865573,0.02125045,0.00001961578],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005193637,0.9974101,0.0001992131,0.000476717,0.0001821684,0.0001914705,0.00007374758,0.000004083932,0.0009431731],"genre_scores_gemma":[0.004970847,0.9934853,0.0006208592,0.0003307895,0.00007785165,0.0003700518,0.00006050518,0.000002830227,0.00008101307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02460099,"threshold_uncertainty_score":0.09795076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044144653","doi":"10.2196/20596","title":"Mobile Health Apps That Help With COVID-19 Management: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Internet privacy; Coronavirus disease 2019 (COVID-19); Contact tracing; Mobile apps; Mobile phone; App store; Mobile device; World Wide Web; Computer science; Medicine; Infectious disease (medical specialty); Nursing; Disease; Psychological intervention","authors":[{"name":"Hanson John Leon Singh","is_ca":false},{"name":"Danielle Couch","is_ca":false},{"name":"Kevin Yi‐Lwern Yap","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1414918808186668,"gpt":0.5212880881545268,"spread":0.3797962073358599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182888,0.00187449,0.004342392,0.01743787,0.001340326,0.004215648,0.002321346,0.003656221,0.007356634],"category_scores_gemma":[0.06897764,0.001172463,0.006721477,0.01370466,0.001106052,0.003851085,0.002807654,0.001889582,0.001002982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513837,"about_ca_system_score_gemma":0.01776293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008033412,"about_ca_topic_score_gemma":0.01653811,"domain_scores_codex":[0.9913523,0.003087949,0.003092021,0.0004971294,0.001626407,0.0003442861],"domain_scores_gemma":[0.942104,0.04435069,0.006296522,0.0007021385,0.006064104,0.0004825216],"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":[0.0001343292,0.00005763503,0.0004947504,0.8375379,0.001812563,0.0001218784,0.0004643534,0.0001384852,0.0001435043,0.0006296933,0.005104893,0.15336],"study_design_scores_gemma":[0.00004067652,0.00006671238,0.0007952896,0.9614632,0.006533346,0.0001579238,0.0002548976,0.0000570124,0.0000943265,0.0002754119,0.03024551,0.0000156707],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004012672,0.997092,0.0002274311,0.0005043581,0.0002409659,0.00047027,0.0002001673,0.00001182198,0.000851732],"genre_scores_gemma":[0.003397715,0.9943786,0.0006131752,0.0004990957,0.0001325506,0.0006797372,0.0001495968,0.000005200803,0.000144343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01743787,"threshold_uncertainty_score":0.06255788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225379991","doi":"10.2196/37631","title":"Digital Technologies and the Role of Health Care Professionals: Scoping Review Exploring Nurses’ Skills in the Digital Era and in the Light of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Thematic analysis; Health care; Telemedicine; Digital health; Pandemic; Process (computing); Medical education; Quality (philosophy); Psychology; Nursing; Coronavirus disease 2019 (COVID-19); Public relations; Medicine; Qualitative research; Political science; Computer science; Sociology","authors":[{"name":"Valentina Isidori","is_ca":false},{"name":"Francesco Diamanti","is_ca":false},{"name":"Lorenzo Gios","is_ca":false},{"name":"Giulia Malfatti","is_ca":false},{"name":"Francesca Perini","is_ca":false},{"name":"Andrea Nicolini","is_ca":false},{"name":"Jessica Longhini","is_ca":false},{"name":"Stefano Forti","is_ca":false},{"name":"Federica Fraschini","is_ca":false},{"name":"Giancarlo Bizzarri","is_ca":false},{"name":"Stefano Brancorsini","is_ca":false},{"name":"Alessandro Gaudino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05347339563203811,"gpt":0.4214433852902476,"spread":0.3679699896582094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110039,0.001103755,0.002986644,0.0201325,0.001399112,0.0045089,0.001686811,0.003094404,0.003193809],"category_scores_gemma":[0.04766156,0.0007567659,0.003226004,0.01955898,0.001785824,0.003649911,0.00267593,0.00141178,0.0003746926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004736693,"about_ca_system_score_gemma":0.01858586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00961826,"about_ca_topic_score_gemma":0.01988892,"domain_scores_codex":[0.9914111,0.002922729,0.002972659,0.0005885576,0.001799673,0.0003051542],"domain_scores_gemma":[0.9359502,0.05474121,0.004438825,0.000686056,0.003804472,0.0003792854],"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":[0.00008832845,0.00004695336,0.001150396,0.8272053,0.001311089,0.0002529809,0.002799794,0.0001942747,0.0001986827,0.002200649,0.00326411,0.1612874],"study_design_scores_gemma":[0.0000105485,0.00005374572,0.001706822,0.9571332,0.002872245,0.000255653,0.001607336,0.00005309035,0.0001087134,0.0004419485,0.03574096,0.00001588889],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000998858,0.996924,0.0001983429,0.0004919223,0.0001498011,0.0001851646,0.0001157703,0.000003450809,0.0009326866],"genre_scores_gemma":[0.007530929,0.9912021,0.0004013912,0.0003209617,0.00006347008,0.0002700759,0.00009969802,0.00000258345,0.0001087074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0201325,"threshold_uncertainty_score":0.05870521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048798283","doi":"10.2196/20249","title":"Learning With Virtual Reality in Nursing Education: Qualitative Interview Study Among Nursing Students Using the Unified Theory of Acceptance and Use of Technology Model","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Virtual reality; Qualitative research; Nurse education; Psychology; Medical education; Nursing; Computer science; Medicine; Human–computer interaction","authors":[{"name":"Ann-Kathrin Lange","is_ca":false},{"name":"Jana Koch","is_ca":false},{"name":"Anastasia Beck","is_ca":false},{"name":"Till Neugebauer","is_ca":false},{"name":"Frauke Watzema","is_ca":false},{"name":"Kamil J. Wrona","is_ca":false},{"name":"Christoph Dockweiler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1081760655951349,"gpt":0.4310631135289473,"spread":0.3228870479338124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01108981,0.0005362697,0.0009883869,0.001947823,0.00453013,0.00296502,0.001233038,0.001456458,0.001720727],"category_scores_gemma":[0.0106837,0.0005921484,0.0005311152,0.00133173,0.004663447,0.002174361,0.00317858,0.002032889,0.0002774119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003796778,"about_ca_system_score_gemma":0.003823305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639059,"about_ca_topic_score_gemma":0.004914825,"domain_scores_codex":[0.9933216,0.004567758,0.0002513991,0.0003584968,0.000526859,0.0009739663],"domain_scores_gemma":[0.9893585,0.007287659,0.0009308465,0.000177559,0.001221314,0.001024124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004436551,0.0001883111,0.009500535,0.0002174897,0.000006686218,0.0007339572,0.980193,0.00008510664,0.001536477,0.0007038655,0.0002084004,0.006581864],"study_design_scores_gemma":[0.00000372797,0.0001158525,0.002968089,0.000130376,0.000003803935,0.000208446,0.9937384,0.000159451,0.0003666056,0.0001451645,0.002147684,0.00001240574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946834,0.0005096406,0.00242454,0.0006213475,0.00003176092,0.0003741879,0.00005385631,0.000007858142,0.001293433],"genre_scores_gemma":[0.9958774,0.0006949069,0.001287666,0.0003371548,0.00001225531,0.0004806663,0.00003624783,0.000006566994,0.001267072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108981,"threshold_uncertainty_score":0.05864918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378528433","doi":"10.2196/47305","title":"Performance of the Large Language Model ChatGPT on the National Nurse Examinations in Japan: Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Multiple choice; Test (biology); Certification; Specialty; Reading (process); Simple (philosophy); Medicine; Nursing; Psychology; Medical education; Family medicine; Linguistics; Political science","authors":[{"name":"Kazuya Taira","is_ca":false},{"name":"Takahiro Itaya","is_ca":false},{"name":"Ayame Hanada","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2435107861828159,"gpt":0.5128631239450444,"spread":0.2693523377622285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01111652,0.001395258,0.001407131,0.001747417,0.0007193901,0.0009989837,0.001126354,0.0007941815,0.001980647],"category_scores_gemma":[0.03574083,0.0004970879,0.001290152,0.001140431,0.0006317571,0.001620725,0.002420283,0.0006916328,0.001137595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525597,"about_ca_system_score_gemma":0.002189085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009034468,"about_ca_topic_score_gemma":0.009399594,"domain_scores_codex":[0.9905711,0.005719202,0.001090627,0.0009982379,0.00125606,0.0003647299],"domain_scores_gemma":[0.9629316,0.01878147,0.003463302,0.002258612,0.008905278,0.003659603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01665414,0.009079125,0.5933156,0.002273351,0.0005083298,0.001734117,0.01247277,0.006636687,0.00838575,0.0002055496,0.006701221,0.3420334],"study_design_scores_gemma":[0.001477097,0.01896831,0.8838938,0.0003333643,0.001037974,0.002043597,0.005607493,0.07097534,0.008470817,0.0002745948,0.006569392,0.0003482331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960769,0.000186016,0.001693833,0.00008926015,0.00002869111,0.0005134752,0.0003957544,0.0001998615,0.0008161202],"genre_scores_gemma":[0.9863015,0.0002934992,0.009269474,0.0001334468,0.00007724104,0.001032124,0.001734065,0.00006502531,0.001093533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111652,"threshold_uncertainty_score":0.0587905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389630687","doi":"10.2196/52105","title":"Navigating the Pedagogical Landscape: Exploring the Implications of AI and Chatbots in Nursing Education","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Computer science; Artificial intelligence; World Wide Web","authors":[{"name":"Muthuvenkatachalam Srinivasan","is_ca":false},{"name":"Ambili Venugopal","is_ca":false},{"name":"Latha Venkatesan","is_ca":false},{"name":"Rajesh Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3676197364754525,"gpt":0.5651870253310595,"spread":0.1975672888556069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01474686,0.0004510418,0.0006433722,0.003413449,0.004837065,0.01338642,0.00212464,0.003400957,0.004174195],"category_scores_gemma":[0.02499648,0.0004624012,0.0007482486,0.002556127,0.01064927,0.01450052,0.007450827,0.003685279,0.0005671157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005814659,"about_ca_system_score_gemma":0.009057853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00395782,"about_ca_topic_score_gemma":0.01097991,"domain_scores_codex":[0.9823142,0.01449439,0.0004415587,0.0005975747,0.001533459,0.0006187459],"domain_scores_gemma":[0.9501938,0.04554268,0.001430925,0.0005900477,0.001486439,0.0007560389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000886498,0.0001526675,0.003188384,0.008796144,0.00005674626,0.001121488,0.2688355,0.0006013539,0.001027546,0.2532203,0.007392752,0.4555184],"study_design_scores_gemma":[0.00003855404,0.0002289746,0.005409535,0.03599529,0.0001163995,0.001599581,0.3587958,0.001603252,0.001104563,0.07192577,0.5230973,0.00008500557],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1358085,0.4053795,0.07175288,0.1481548,0.003919185,0.0005540983,0.0001138269,0.0001893723,0.2341279],"genre_scores_gemma":[0.722953,0.2024795,0.04078585,0.02020353,0.0009549711,0.001040702,0.000083081,0.0001742538,0.01132506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01474686,"threshold_uncertainty_score":0.07798976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283787260","doi":"10.2196/40348","title":"The Impact of Digital Health Transformation Driven by COVID-19 on Nursing Practice: Systematic Literature Review","year":2022,"lang":"en","type":"review","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Digital health; Workforce; Health care; Pandemic; Grey literature; Nursing; Digital transformation; Telemedicine; Medicine; MEDLINE; Coronavirus disease 2019 (COVID-19); Knowledge management; Computer science; Political science; World Wide Web","authors":[{"name":"Robab Abdolkhani","is_ca":false},{"name":"Sacha Petersen","is_ca":false},{"name":"Ruby Walter","is_ca":false},{"name":"Lin Zhao","is_ca":false},{"name":"Kerryn Butler‐Henderson","is_ca":false},{"name":"Karen Livesay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0699775826322688,"gpt":0.5264446971891338,"spread":0.456467114556865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02151195,0.00166198,0.006654965,0.02002543,0.001379473,0.005240885,0.002416878,0.002708897,0.00511119],"category_scores_gemma":[0.1024545,0.001311723,0.008558323,0.01887527,0.001597373,0.00510432,0.003444446,0.001836057,0.0004534376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008654306,"about_ca_system_score_gemma":0.03527455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009708403,"about_ca_topic_score_gemma":0.02810268,"domain_scores_codex":[0.97716,0.007833197,0.007998708,0.001442645,0.004992791,0.0005726671],"domain_scores_gemma":[0.8885915,0.08584201,0.01361835,0.001682466,0.009402183,0.0008634995],"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":[0.00007605572,0.00002208688,0.0009101693,0.9595073,0.004217705,0.000109515,0.000646183,0.00008245478,0.00007640161,0.0003796227,0.001092304,0.03288015],"study_design_scores_gemma":[0.00005827672,0.00009102855,0.002231513,0.9625552,0.02235492,0.0002156479,0.0008319998,0.00006180211,0.0001192232,0.0003168866,0.01113269,0.0000307922],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002500253,0.9936309,0.0004942624,0.0008301969,0.0002329344,0.000994676,0.0006155832,0.00001783202,0.0006834649],"genre_scores_gemma":[0.02561171,0.969343,0.00153646,0.001061875,0.0001278748,0.001781621,0.0003616752,0.00001222742,0.0001635277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02151195,"threshold_uncertainty_score":0.1137674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220844900","doi":"10.2196/34036","title":"Virtual Reality in Clinical Practice and Research: Viewpoint on Novel Applications for Nursing","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"NIH Clinical Center; National Institutes of Health","keywords":"Virtual reality; Nursing; Clinical Practice; Health care; Instructional simulation; Nursing practice; Medicine; Psychology; Computer science; Human–computer interaction","authors":[{"name":"Hyojin Son","is_ca":false},{"name":"Alyson Ross","is_ca":false},{"name":"Elizabeth Mendoza-Tirado","is_ca":false},{"name":"Lena J. Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2535841731525628,"gpt":0.5266159740740292,"spread":0.2730318009214664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01053108,0.0007831626,0.000903842,0.003967144,0.001780836,0.0118417,0.001949261,0.0055458,0.003679246],"category_scores_gemma":[0.01105583,0.0004257908,0.0008768431,0.002055782,0.02313072,0.009888727,0.005353502,0.005445206,0.0009356768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003402469,"about_ca_system_score_gemma":0.003659163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226794,"about_ca_topic_score_gemma":0.002215964,"domain_scores_codex":[0.9907576,0.007026105,0.0003031171,0.0004184229,0.001182711,0.0003120473],"domain_scores_gemma":[0.9824603,0.01464677,0.0004697484,0.0007282237,0.001166873,0.0005282076],"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":[0.00004690169,0.0000966606,0.0007750734,0.002228686,0.00003899989,0.00048826,0.01020802,0.0007054957,0.0007282502,0.800432,0.01803755,0.1662141],"study_design_scores_gemma":[0.00006100466,0.0004282959,0.002456608,0.008404317,0.00005325892,0.004157329,0.01575915,0.001728362,0.0007855248,0.3315392,0.6344814,0.0001455531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0064401,0.6627672,0.03705741,0.1362669,0.005484408,0.0001369898,0.00005211801,0.0001409201,0.1516539],"genre_scores_gemma":[0.3213278,0.5440452,0.06306636,0.03499788,0.0188723,0.0009018588,0.00005946362,0.000143154,0.01658611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0118417,"threshold_uncertainty_score":0.05569434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396633626","doi":"10.2196/58170","title":"Digital Health Education and Training for Undergraduate and Graduate Nursing Students: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Health Education and Validation","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"McGill University; University of New Brunswick; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Preprint; Medical education; Training (meteorology); Graduate education; Peer review; Psychology; Nursing; Medicine; Computer science; Political science; Geography","authors":[{"name":"Manal Kleib","is_ca":true},{"name":"Antonia Arnaert","is_ca":true},{"name":"Lynn Nagle","is_ca":true},{"name":"Shamsa Ali","is_ca":true},{"name":"Sobia Idrees","is_ca":true},{"name":"Daniel Da Costa","is_ca":true},{"name":"Megan Kennedy","is_ca":true},{"name":"Elizabeth Mirekuwaa Darko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2210208690869337,"gpt":0.5747108883110683,"spread":0.3536900192241346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01816937,0.001598676,0.005537407,0.02335886,0.001437639,0.004184081,0.002623676,0.003987372,0.007383354],"category_scores_gemma":[0.08473311,0.001155604,0.005734527,0.02168966,0.00141711,0.003635726,0.003316649,0.001662124,0.0008102016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072708,"about_ca_system_score_gemma":0.0329113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101253,"about_ca_topic_score_gemma":0.02154167,"domain_scores_codex":[0.9882252,0.003767065,0.004568637,0.000600575,0.002459896,0.0003785985],"domain_scores_gemma":[0.9507259,0.03591675,0.006627543,0.0009408236,0.005054691,0.00073441],"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":[0.00009127194,0.00005112553,0.0004865801,0.8577119,0.001326149,0.0001034957,0.0005105126,0.0001289875,0.00009114642,0.0007505638,0.004655517,0.1340927],"study_design_scores_gemma":[0.00002665197,0.00004879492,0.0007636924,0.9766049,0.003717876,0.00009081938,0.000234764,0.00003488287,0.00005328176,0.0002343064,0.0181796,0.00001030666],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000653946,0.9953905,0.0003207116,0.0006862261,0.0002902322,0.0009587911,0.0003489059,0.00001503397,0.001335597],"genre_scores_gemma":[0.003987995,0.9932139,0.0006813894,0.0004447184,0.0001096666,0.001213502,0.0001983634,0.000004483163,0.0001460212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02335886,"threshold_uncertainty_score":0.09608996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990105953","doi":"10.2196/16186","title":"Education Into Policy: Embedding Health Informatics to Prepare Future Nurses—New Zealand Case Study","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Health informatics; Informatics; Workforce; Health Administration Informatics; Nursing; Health care; Medicine; Medical education; Nurse education; Political science; Public health","authors":[{"name":"Michelle Honey","is_ca":false},{"name":"Emma Collins","is_ca":false},{"name":"Sally Britnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027293572739248,"gpt":0.519869610674658,"spread":0.49257603793541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006911948,0.0003228434,0.0002285775,0.0008180302,0.008237453,0.003579261,0.001303136,0.003853575,0.00315984],"category_scores_gemma":[0.01478785,0.0003729444,0.0003528107,0.001088514,0.005362027,0.002952332,0.003880801,0.003112433,0.0003406129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690459,"about_ca_system_score_gemma":0.01746956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1776038,"about_ca_topic_score_gemma":0.287854,"domain_scores_codex":[0.9948294,0.003271189,0.0002086619,0.000191309,0.0007003006,0.0007992279],"domain_scores_gemma":[0.9949109,0.002688344,0.0004781591,0.0002539554,0.0005197583,0.001148898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001430884,0.001481399,0.02728954,0.0007532626,0.00001810205,0.05351666,0.7367091,0.00154086,0.001834673,0.07287373,0.02090072,0.08293886],"study_design_scores_gemma":[0.0001299283,0.000538068,0.01737913,0.0009324303,0.00002604848,0.01001771,0.6825044,0.002420746,0.001064732,0.007166502,0.2777387,0.0000815057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7967855,0.001465313,0.005585316,0.06961006,0.0003826275,0.001168158,0.00007402129,0.00004011918,0.1248889],"genre_scores_gemma":[0.9590741,0.002701357,0.01179699,0.003945602,0.0000692405,0.0003934605,0.00003623304,0.00002285983,0.02196016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1776038,"threshold_uncertainty_score":0.3531401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157555778","doi":"10.2196/26944","title":"Academic Electronic Health Records in Undergraduate Nursing Education: Mixed Methods Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"University of Alberta","keywords":"Informatics; Health informatics; Medical education; Electronic health record; Documentation; Experiential learning; Medicine; Health records; Nursing; Focus group; Psychology; Health care; Family medicine; Computer science; Public health; Pedagogy","authors":[{"name":"Manal Kleib","is_ca":true},{"name":"Deirdre Jackman","is_ca":true},{"name":"Uirá Duarte Wisnesky","is_ca":true},{"name":"Shamsa Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09219623577087338,"gpt":0.5291076823746395,"spread":0.4369114466037661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01280395,0.0009196229,0.001262817,0.001619005,0.00269745,0.001400911,0.001302265,0.001028164,0.00311567],"category_scores_gemma":[0.00864497,0.0008367296,0.0007458758,0.0012732,0.001083099,0.001043968,0.001497235,0.0008665274,0.0006276922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659047,"about_ca_system_score_gemma":0.004943443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002708563,"about_ca_topic_score_gemma":0.006981056,"domain_scores_codex":[0.9924772,0.004203725,0.0005732144,0.0007732379,0.001124679,0.0008478616],"domain_scores_gemma":[0.9915975,0.003718373,0.000779797,0.000636068,0.001874815,0.001393554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008261712,0.267899,0.3293882,0.001670712,0.0002586291,0.001707536,0.1082513,0.000657332,0.01648641,0.0006471452,0.001219399,0.2635526],"study_design_scores_gemma":[0.006010012,0.3665299,0.4491693,0.0006093204,0.0004514644,0.001115607,0.1491556,0.002751496,0.01165169,0.0005588107,0.01181627,0.0001806169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949037,0.00008474784,0.0006857195,0.00004200431,0.00001395771,0.00376349,0.00005440891,0.00001054806,0.0004414266],"genre_scores_gemma":[0.9754709,0.0005331248,0.008205162,0.0004885789,0.00006804871,0.01317463,0.0002016503,0.00001010995,0.00184775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280395,"threshold_uncertainty_score":0.06771451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402503172","doi":"10.2196/62678","title":"Advancing AI Data Ethics in Nursing: Future Directions for Nursing Practice, Research, and Education","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Nursing; Nursing research; Psychology; Nurse education; Engineering ethics; Medicine; Computer science; Engineering; World Wide Web","authors":[{"name":"Patricia A. Ball Dunlap","is_ca":false},{"name":"Martin Michalowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3383265504620896,"gpt":0.6464068049008711,"spread":0.3080802544387815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1041597,0.0009626449,0.001877751,0.003659554,0.008969706,0.02670566,0.004188528,0.01644447,0.007271873],"category_scores_gemma":[0.1440192,0.0007917066,0.001423847,0.003487749,0.02510932,0.03108989,0.01744158,0.0236814,0.002183818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01641626,"about_ca_system_score_gemma":0.08056626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005681107,"about_ca_topic_score_gemma":0.01262545,"domain_scores_codex":[0.9275538,0.05864489,0.003372686,0.001586903,0.006264326,0.002577414],"domain_scores_gemma":[0.727275,0.2155776,0.008525562,0.006449963,0.0265641,0.01560782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008641079,0.0003371537,0.00258986,0.005543166,0.00005438764,0.0005988638,0.02588549,0.0009073447,0.00029476,0.3909576,0.09326605,0.479479],"study_design_scores_gemma":[0.00004078395,0.00009848894,0.0009314596,0.02303877,0.00002789142,0.000654823,0.04586538,0.001005795,0.0002501546,0.6185015,0.3094468,0.0001381384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002180496,0.1066252,0.02360476,0.8477149,0.005629302,0.0002398991,0.00003427672,0.00009769651,0.01387342],"genre_scores_gemma":[0.1663251,0.4201276,0.1355428,0.2535653,0.01231823,0.002965769,0.0002025359,0.0001747199,0.008777949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1041597,"threshold_uncertainty_score":0.5508555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402358584","doi":"10.2196/63335","title":"Examining the Role of AI in Changing the Role of Nurses in Patient Care: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Computer science; World Wide Web","authors":[{"name":"Inas Al Khatib","is_ca":false},{"name":"Malick Ndiaye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1186715951688836,"gpt":0.4697331711336246,"spread":0.351061575964741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02480968,0.001284963,0.004995158,0.0132165,0.001123466,0.004109516,0.002135332,0.002492207,0.002731136],"category_scores_gemma":[0.1275869,0.001085556,0.004918324,0.01561069,0.001806212,0.005024476,0.002192758,0.00187105,0.0002749103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005983523,"about_ca_system_score_gemma":0.03011869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009015962,"about_ca_topic_score_gemma":0.03569124,"domain_scores_codex":[0.9738661,0.0116523,0.007875475,0.001449696,0.004667329,0.0004890744],"domain_scores_gemma":[0.8580331,0.1140401,0.01603115,0.001598271,0.00929691,0.001000425],"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":[0.00007165531,0.00001825174,0.001141392,0.9560164,0.003353751,0.00009626749,0.0008653484,0.00008060496,0.00009191323,0.0003449362,0.001084326,0.03683511],"study_design_scores_gemma":[0.00005167542,0.00009814645,0.002525849,0.9691056,0.01562562,0.0002093787,0.00090947,0.00006661961,0.00009863645,0.0002827234,0.01100083,0.00002546593],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001508502,0.9963307,0.0002953486,0.0006006135,0.0001690338,0.0005166383,0.0001931034,0.000007671169,0.0003784593],"genre_scores_gemma":[0.02210706,0.9741897,0.001375849,0.0008444036,0.0001001753,0.001150198,0.0001356784,0.00000635267,0.00009061724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02480968,"threshold_uncertainty_score":0.1312078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975988335","doi":"10.2196/14633","title":"Design of a Consumer Mobile Health App for Heart Failure: Findings From the Nurse-Led Co-Design of Care4myHeart","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Context (archaeology); Nursing; General partnership; mHealth; Family caregivers; Schedule; Medicine; Contextual design; Psychology; Medical education; Computer science; Business","authors":[{"name":"Leanna Woods","is_ca":false},{"name":"Jed Duff","is_ca":false},{"name":"Erin Roehrer","is_ca":false},{"name":"Kim Walker","is_ca":false},{"name":"Elizabeth Cummings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05080602858258117,"gpt":0.4353375150157501,"spread":0.3845314864331689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030003,0.0007982848,0.0005923812,0.001196184,0.001919481,0.002786117,0.001834221,0.002029337,0.00177983],"category_scores_gemma":[0.06400753,0.0006001905,0.0009261915,0.0004190115,0.002025277,0.002053743,0.002968264,0.001326806,0.0005698769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922373,"about_ca_system_score_gemma":0.005410124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158093,"about_ca_topic_score_gemma":0.004436709,"domain_scores_codex":[0.9661651,0.02638666,0.001363313,0.001529885,0.003363044,0.001192001],"domain_scores_gemma":[0.942481,0.04348631,0.001699214,0.002818268,0.00766548,0.00184973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002264695,0.01167353,0.06658091,0.007408391,0.0003313494,0.002911327,0.3823021,0.004307298,0.01415517,0.002759368,0.008590471,0.4967154],"study_design_scores_gemma":[0.005151895,0.06191798,0.1739932,0.00802594,0.002047263,0.008673915,0.3563982,0.04145361,0.06428143,0.008793515,0.2680148,0.001248105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481441,0.0004370109,0.03304053,0.00102127,0.0001021959,0.007852687,0.0002185652,0.0003008822,0.0088828],"genre_scores_gemma":[0.8487541,0.0005988154,0.1319981,0.00114682,0.00004369752,0.008759119,0.0004082184,0.0002791804,0.008011886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.030003,"threshold_uncertainty_score":0.1586729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206648713","doi":"10.2196/32647","title":"Investigating Psychological Differences Between Nurses and Other Health Care Workers From the Asia-Pacific Region During the Early Phase of COVID-19: Machine Learning Approach","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Anxiety; Health care; Mental health; Psychological distress; Medicine; Intrusion; Psychology; Nursing; Clinical psychology; Psychiatry","authors":[{"name":"Yanhong Dong","is_ca":false},{"name":"Mei Chun Yeo","is_ca":false},{"name":"Xiang Cong Tham","is_ca":false},{"name":"Rivan Danuaji","is_ca":false},{"name":"Thang Huu Nguyen","is_ca":false},{"name":"Arvind Sharma","is_ca":false},{"name":"Komalkumar RN","is_ca":false},{"name":"Meenakshi PV","is_ca":false},{"name":"Mei‐Ling Sharon Tai","is_ca":false},{"name":"Aftab Ahmad","is_ca":false},{"name":"Benjamin Yong‐Qiang Tan","is_ca":false},{"name":"Roger Ho","is_ca":false},{"name":"Matthew Chin Heng Chua","is_ca":false},{"name":"Vijay K. Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1396276430019265,"gpt":0.4562644537245878,"spread":0.3166368107226613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725159,0.0003451982,0.0003872492,0.001692703,0.0006550224,0.000917608,0.0005173351,0.0004558327,0.0008172165],"category_scores_gemma":[0.007823947,0.0001887879,0.0006727877,0.001392988,0.0004029528,0.0005519773,0.0007299494,0.0008111205,0.0001465101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006564329,"about_ca_system_score_gemma":0.0007308627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006797644,"about_ca_topic_score_gemma":0.01307155,"domain_scores_codex":[0.9990065,0.0004924376,0.00007678883,0.0001211316,0.0001907354,0.0001123721],"domain_scores_gemma":[0.9960662,0.002125349,0.0009545555,0.0001558046,0.0004295877,0.0002685016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005121806,0.0001556756,0.9889889,0.00002560997,0.00005923255,0.00003257413,0.0008995245,0.0006871512,0.0001375086,0.00004310612,0.0001313295,0.008788181],"study_design_scores_gemma":[0.000007421051,0.0002599854,0.969308,0.00005851422,0.00003954428,0.00008799879,0.007800426,0.02153691,0.0002461854,0.0003984948,0.000242139,0.0000142787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974841,0.00006674061,0.001654835,0.0001160997,0.000007185734,0.00005873408,0.0001756693,0.000005610721,0.0004310156],"genre_scores_gemma":[0.9978556,0.00006069616,0.001657072,0.00003268784,0.00000501864,0.00007338601,0.0002136754,9.407352e-7,0.0001008149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006797644,"threshold_uncertainty_score":0.01441216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3190769415","doi":"10.2196/28139","title":"Experiences of Using a Self-management Mobile App Among Individuals With Heart Failure: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Intervention (counseling); Heart failure; Mobile phone; Self-management; Qualitative research; Telemedicine; Focus group; Disease management; Health care; Gerontology; Family medicine; Nursing; Health management system; Alternative medicine; Internal medicine","authors":[{"name":"Myra Schmaderer","is_ca":false},{"name":"Jennifer N. Miller","is_ca":false},{"name":"Elizabeth Mollard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02095926376173968,"gpt":0.3628697796260419,"spread":0.3419105158643022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007620712,0.0006187453,0.000797216,0.001173927,0.008003865,0.003055827,0.001592002,0.001464242,0.002928345],"category_scores_gemma":[0.01161233,0.0007052873,0.0005182037,0.001004644,0.005300276,0.004077195,0.005381994,0.002512897,0.0002852363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999475,"about_ca_system_score_gemma":0.003420205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008198566,"about_ca_topic_score_gemma":0.01764177,"domain_scores_codex":[0.9949916,0.003453003,0.0001590425,0.0002823384,0.0003359313,0.0007781329],"domain_scores_gemma":[0.9894382,0.00728681,0.0008420246,0.0001940802,0.0008249056,0.001413924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002489025,0.0000632745,0.003517816,0.0001183786,0.000005524727,0.0005764803,0.992497,0.00001201068,0.0003659473,0.0002180396,0.000331267,0.002269391],"study_design_scores_gemma":[0.000002609629,0.00004816765,0.001338652,0.0001081196,0.000003879505,0.0001961962,0.9963576,0.00003697762,0.00008001643,0.00005303608,0.001767545,0.00000712987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944845,0.0005562475,0.0009054239,0.001402948,0.0000523457,0.0001663543,0.0001134398,0.00001271341,0.002305893],"genre_scores_gemma":[0.9957891,0.0008026797,0.0006404265,0.0009879082,0.00002182039,0.0002286267,0.00005475572,0.00001578903,0.001458884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008198566,"threshold_uncertainty_score":0.04030263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283646539","doi":"10.2196/39866","title":"Digital Health Literacy During the COVID-19 Pandemic Among Health Care Providers in Resource-Limited Settings: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Health literacy; Cross-sectional study; Medicine; Digital health; Literacy; Health care; eHealth; Pandemic; Family medicine; Socioeconomic status; Telemedicine; Odds ratio; Environmental health; Coronavirus disease 2019 (COVID-19); Psychology; Population; Disease","authors":[{"name":"Mohammedjud Hassen Ahmed","is_ca":false},{"name":"Habtamu Alganeh Guadie","is_ca":false},{"name":"Gizaw Hailiye Teferi","is_ca":false},{"name":"Monika Knudsen Gullslett","is_ca":false},{"name":"Samuel Hailegebreal","is_ca":false},{"name":"Mekonnen Kenate Hunde","is_ca":false},{"name":"Dereje Oljira Donacho","is_ca":false},{"name":"Binyam Tilahun","is_ca":false},{"name":"Shuayib Shemsu","is_ca":false},{"name":"Gebiso Roba Debele","is_ca":false},{"name":"Mohammedamin Hajure","is_ca":false},{"name":"Shegaw Anagaw Mengiste","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05453086006736602,"gpt":0.4724023410777884,"spread":0.4178714810104224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001331753,0.0001969355,0.0003438583,0.000766066,0.0007919624,0.0008084687,0.0003130733,0.0005474975,0.002056562],"category_scores_gemma":[0.002884439,0.0004737295,0.0003451951,0.001059924,0.0003857586,0.0008683673,0.0007278278,0.000823826,0.0002404599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779243,"about_ca_system_score_gemma":0.0006069263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005191582,"about_ca_topic_score_gemma":0.009687722,"domain_scores_codex":[0.9994084,0.000173668,0.00008865926,0.00009689054,0.00009936612,0.0001331394],"domain_scores_gemma":[0.9983147,0.0004461847,0.0007054074,0.00006756138,0.0001927402,0.000273318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003431361,0.0002259258,0.9965658,0.00005166053,0.00001542662,0.0001760779,0.001818423,0.00001048385,0.00009506738,0.00001740062,0.00009056119,0.0008989047],"study_design_scores_gemma":[0.000008482749,0.0004075631,0.9877936,0.00006459354,0.00002540466,0.0004534863,0.01079409,0.00009592117,0.00005509845,0.00001981687,0.0002751034,0.000006900919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999456,0.00008987243,0.00002935932,0.00003934148,0.000001989047,0.00003987658,0.0001108759,5.537291e-7,0.0002321246],"genre_scores_gemma":[0.9994142,0.0001443088,0.00008796462,0.00009017251,0.000004374425,0.00004694727,0.00009698892,4.749378e-7,0.0001146226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005191582,"threshold_uncertainty_score":0.01032275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022798800","doi":"10.2196/13996","title":"Understanding the Association Between Electronic Health Record Satisfaction and the Well-Being of Nurses: Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Burnout; Medicine; Family medicine; Demographics; Job satisfaction; Nursing; Association (psychology); Clinical psychology; Psychology; Demography","authors":[{"name":"Saif Khairat","is_ca":false},{"name":"Lin Xi","is_ca":false},{"name":"Songzi Liu","is_ca":false},{"name":"Shilpa Shrestha","is_ca":false},{"name":"Charles Austin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1380520283976963,"gpt":0.4484884767487464,"spread":0.3104364483510501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003526177,0.0001340794,0.0002321246,0.00076548,0.0002933393,0.0006868869,0.0002571179,0.0004088361,0.001291916],"category_scores_gemma":[0.00851718,0.0001854223,0.0004682238,0.001104164,0.000248752,0.0008072112,0.0006918098,0.0005432159,0.0002021809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737102,"about_ca_system_score_gemma":0.0006038268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005184364,"about_ca_topic_score_gemma":0.007083092,"domain_scores_codex":[0.9982324,0.0008487345,0.0002529426,0.0001510207,0.0002586932,0.0002561088],"domain_scores_gemma":[0.9940333,0.002288718,0.00182331,0.0001781927,0.001056286,0.0006201436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000015495,0.00005429672,0.9977341,0.00001067739,0.00001707026,0.00001378809,0.0004553169,0.00001510303,0.00003581389,0.000008141833,0.00006471854,0.001575489],"study_design_scores_gemma":[0.000002456515,0.000134346,0.9975981,0.0000103686,0.000008801198,0.00003732749,0.001768737,0.0001564078,0.00002480981,0.000008750163,0.0002474602,0.000002492995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991726,0.00005911433,0.0001146824,0.00008750648,0.00000298487,0.00002004059,0.0001881445,0.000001174754,0.000353787],"genre_scores_gemma":[0.9993343,0.00007457748,0.0001602628,0.00007192491,0.000005563785,0.00003346654,0.0001984765,0.000001011557,0.0001204193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005184364,"threshold_uncertainty_score":0.01864845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288040547","doi":"10.2196/39596","title":"Nurses’ Experiences After Implementation of an Organization-Wide Electronic Medical Record: Qualitative Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Australian Government","keywords":"Thematic analysis; Nursing; Workforce; Qualitative research; Feeling; Focus group; Health care; Reflexivity; Axial coding; Descriptive statistics; Medicine; Psychology; Grounded theory","authors":[{"name":"Rebecca M. Jedwab","is_ca":false},{"name":"Elizabeth Manias","is_ca":false},{"name":"Alison M. Hutchinson","is_ca":false},{"name":"Naomi Dobroff","is_ca":false},{"name":"Bernice Redley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04444581736056756,"gpt":0.5289465148760568,"spread":0.4845006975154892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01181664,0.0004236309,0.0007399268,0.001391063,0.005967517,0.003487028,0.001678636,0.001407512,0.002066089],"category_scores_gemma":[0.02247448,0.0008387311,0.0004031686,0.001547977,0.004564645,0.00369259,0.004601519,0.00250357,0.0003272594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006083118,"about_ca_system_score_gemma":0.005579439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251576,"about_ca_topic_score_gemma":0.02556049,"domain_scores_codex":[0.9930062,0.004437571,0.0003207658,0.0004269383,0.0007087296,0.001099769],"domain_scores_gemma":[0.9794111,0.01398111,0.002227138,0.0004269812,0.002054006,0.001899747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003221369,0.00006781762,0.005629216,0.0001318868,0.000003502585,0.000794473,0.9892282,0.00002460888,0.0003935536,0.0002576472,0.000273778,0.003163051],"study_design_scores_gemma":[0.000002477789,0.00006675332,0.003241427,0.0001269587,0.000002174086,0.000204377,0.9935724,0.00004142445,0.0001204889,0.00004785997,0.002563789,0.00000982191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953257,0.0004208471,0.00071506,0.0009830835,0.00003797378,0.0001725691,0.0001412044,0.000009169268,0.002194348],"genre_scores_gemma":[0.9949463,0.0008125894,0.0008062061,0.0006275133,0.00001927164,0.0003942969,0.0001020279,0.00001692559,0.002274929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251576,"threshold_uncertainty_score":0.06249309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368360186","doi":"10.2196/44061","title":"Process Evaluation of a Wireless Wearable Continuous Vital Signs Monitoring Intervention in 2 General Hospital Wards: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Wearable computer; Fidelity; Intervention (counseling); Vital signs; Workload; Medicine; Continuous monitoring; Nursing; Medical emergency; Emergency medicine; Physical therapy; Computer science; Operations management; Surgery; Engineering","authors":[{"name":"Jobbe P L Leenen","is_ca":false},{"name":"Henriëtte J M Rasing","is_ca":false},{"name":"Cor J. Kalkman","is_ca":false},{"name":"Lisette Schoonhoven","is_ca":false},{"name":"G. Patijn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03117510575540537,"gpt":0.3911317305088882,"spread":0.3599566247534828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03405972,0.001173858,0.001802033,0.001510008,0.001469548,0.001686469,0.001459901,0.001461555,0.001602075],"category_scores_gemma":[0.03808157,0.001074065,0.002609029,0.001513128,0.00136181,0.001361195,0.001969394,0.0009944722,0.0002740251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005595765,"about_ca_system_score_gemma":0.00851869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005433583,"about_ca_topic_score_gemma":0.008036829,"domain_scores_codex":[0.9682658,0.02259864,0.002754261,0.001900447,0.003036236,0.00144443],"domain_scores_gemma":[0.9698114,0.01477213,0.006417762,0.00247438,0.004819711,0.001704629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.04885824,0.1782175,0.3744784,0.01036271,0.003201095,0.0007849605,0.104932,0.003046929,0.006953055,0.0009700016,0.001355747,0.2668393],"study_design_scores_gemma":[0.0192808,0.4537192,0.4580462,0.00170735,0.001807296,0.0002273134,0.04763556,0.007883449,0.004687818,0.0006316191,0.003984071,0.0003893607],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918223,0.0001488356,0.001274709,0.00005194901,0.00001537864,0.006325067,0.0001168954,0.00001028304,0.0002345406],"genre_scores_gemma":[0.9574898,0.0004142745,0.01130108,0.0003175798,0.00007369302,0.02957877,0.0003306037,0.00001590611,0.0004783085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03405972,"threshold_uncertainty_score":0.1801271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310463232","doi":"10.2196/42731","title":"Nurse-Led Virtual Delivery of PIECES in Canadian Long-Term Care Homes to Support the Care of Older Adults Experiencing Responsive Behaviors During COVID-19: Qualitative Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"University of British Columbia; Barrie Urology Group; McMaster University; Registered Nurses' Association of Ontario; Western University","funders":"Healthcare Excellence Canada","keywords":"Boredom; Dementia; Long-term care; Social isolation; Isolation (microbiology); Anxiety; Medicine; Gerontology; Pandemic; Qualitative research; Psychology; Loneliness; Focus group; Nursing; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","authors":[{"name":"Anna Garnett","is_ca":true},{"name":"Denise M. Connelly","is_ca":true},{"name":"Marie‐Lee Yous","is_ca":true},{"name":"Lillian Hung","is_ca":true},{"name":"Nancy Snobelen","is_ca":true},{"name":"Melissa E. Hay","is_ca":true},{"name":"Cherie Furlan-Craievich","is_ca":false},{"name":"Shannon Snelgrove","is_ca":false},{"name":"Melissa Babcock","is_ca":false},{"name":"Jacqueline Ripley","is_ca":false},{"name":"Pam Hamilton","is_ca":false},{"name":"Cathy Sturdy-Smith","is_ca":false},{"name":"Maureen O’Connell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03183441810414288,"gpt":0.4320578723362281,"spread":0.4002234542320852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004868016,0.0004281638,0.0005020895,0.0008092017,0.008880202,0.002202699,0.00228244,0.0007786613,0.002634],"category_scores_gemma":[0.009263014,0.0003518983,0.0004147734,0.001097579,0.003497863,0.001104121,0.003346889,0.001597258,0.0001607212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03165094,"about_ca_system_score_gemma":0.05241086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6524945,"about_ca_topic_score_gemma":0.8638881,"domain_scores_codex":[0.9963384,0.001766209,0.0001247478,0.0002634456,0.0005732882,0.0009339468],"domain_scores_gemma":[0.9942879,0.002013905,0.0005563262,0.0001689129,0.001427803,0.001545084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001376289,0.0002946644,0.01342908,0.0007409648,0.00001801201,0.001303685,0.954268,0.0000956802,0.000673343,0.0009290905,0.003683399,0.02442656],"study_design_scores_gemma":[0.00001909844,0.0001837516,0.01188025,0.0006029364,0.00001969474,0.0001785827,0.9673663,0.0001668708,0.0002139227,0.0001014284,0.01923167,0.00003555952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892914,0.00100082,0.0008135705,0.001281642,0.00007781744,0.0007545653,0.0004022347,0.0000218893,0.006356086],"genre_scores_gemma":[0.9927784,0.000987303,0.00162031,0.001061133,0.00001590837,0.0005715414,0.0001256601,0.000019787,0.002820051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3475055,"threshold_uncertainty_score":0.6991041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080586894","doi":"10.2196/22118","title":"Experiences of Complex Patients With Telemonitoring in a Nurse-Led Model of Care: Multimethod Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"William Osler Health System; Lunenfeld-Tanenbaum Research Institute; Sinai Health System; North York General Hospital; Institute for Work & Health; Public Health Ontario; University Health Network","funders":"","keywords":"Medicine; Psychological intervention; Diabetes mellitus; Chronic care; Qualitative research; Family medicine; Nursing; Chronic disease","authors":[{"name":"Kayleigh Gordon","is_ca":true},{"name":"Katie N. Dainty","is_ca":true},{"name":"Carolyn Steele Gray","is_ca":true},{"name":"Jane DeLacy","is_ca":true},{"name":"Amika Shah","is_ca":true},{"name":"Myles Resnick","is_ca":true},{"name":"Emily Seto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08612177454831801,"gpt":0.4301225774894586,"spread":0.3440008029411407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01645701,0.0004268348,0.0005648317,0.000885407,0.004426787,0.002624369,0.0008167576,0.001009846,0.00210045],"category_scores_gemma":[0.01718462,0.0005974341,0.0006900774,0.0006627048,0.001638215,0.002393345,0.004132671,0.001629891,0.000292979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002985928,"about_ca_system_score_gemma":0.006902311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004361879,"about_ca_topic_score_gemma":0.01034016,"domain_scores_codex":[0.988335,0.008754584,0.0005187673,0.0005240882,0.0007620515,0.001105505],"domain_scores_gemma":[0.9909493,0.003625926,0.001277606,0.0008639936,0.001183048,0.002100156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001788193,0.03663485,0.3275406,0.0006266154,0.0001120687,0.002498362,0.5554972,0.0004625637,0.002563861,0.0009587783,0.002417811,0.06889908],"study_design_scores_gemma":[0.001348705,0.02732826,0.2211589,0.0004600586,0.0001023264,0.002211031,0.7329039,0.003116172,0.001047749,0.0009451697,0.009140218,0.0002375016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977774,0.00003318442,0.0005239671,0.0002323094,0.000009408028,0.0008482133,0.00004000786,0.000004348678,0.0005311153],"genre_scores_gemma":[0.9936039,0.0001243616,0.002789928,0.0005572732,0.00002162337,0.002484065,0.00005971372,0.000005943104,0.0003532301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645701,"threshold_uncertainty_score":0.08703399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398763197","doi":"10.2196/55962","title":"AI-Assisted Decision-Making in Long-Term Care: Qualitative Study on Prerequisites for Responsible Innovation","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Preprint; Qualitative research; Term (time); Engineering ethics; Psychology; Computer science; Engineering; Sociology; Social science; World Wide Web","authors":[{"name":"Dirk Lukkien","is_ca":false},{"name":"Nathalie E Stolwijk","is_ca":false},{"name":"Sima Ipakchian Askari","is_ca":false},{"name":"B. M. Hofstede","is_ca":false},{"name":"Henk Herman Nap","is_ca":false},{"name":"Wouter Boon","is_ca":false},{"name":"Alexander Peine","is_ca":false},{"name":"Ellen H.M. Moors","is_ca":false},{"name":"Mirella Minkman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1857258579354847,"gpt":0.5896688141033323,"spread":0.4039429561678476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02803604,0.0006200091,0.001015507,0.001552641,0.0117897,0.004865298,0.002344658,0.002428117,0.003441892],"category_scores_gemma":[0.03344302,0.0007753611,0.0005425551,0.001485193,0.01222234,0.005946211,0.007327216,0.004386168,0.000341897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008876241,"about_ca_system_score_gemma":0.01013675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00892795,"about_ca_topic_score_gemma":0.01280668,"domain_scores_codex":[0.9785591,0.01684355,0.0005613748,0.000960156,0.0009926555,0.002083234],"domain_scores_gemma":[0.9397124,0.05028969,0.002773742,0.0008113548,0.002993884,0.003418855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001801402,0.00003139182,0.001019444,0.0001155781,0.000001992844,0.000472813,0.995285,0.00002133002,0.0002498569,0.001010421,0.0001573497,0.001616862],"study_design_scores_gemma":[0.000002742185,0.00002169828,0.0004581802,0.0001378038,0.000001534512,0.0001141219,0.9963671,0.00006102309,0.0001043291,0.0002681132,0.002456715,0.000006724601],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986381,0.001005186,0.003755179,0.003056101,0.00007318523,0.000375871,0.0001056064,0.00001490565,0.005233074],"genre_scores_gemma":[0.995076,0.0006875268,0.001384087,0.0007003984,0.00001496608,0.0003578614,0.00004629615,0.00001707903,0.001715863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803604,"threshold_uncertainty_score":0.1482705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386393909","doi":"10.2196/46058","title":"Nurses’ Roles in mHealth App Development: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"mHealth; Health informatics; Health care; Nursing; Informatics; Telemedicine; Medicine; Psychology; Medical education; Psychological intervention; Public health; Engineering","authors":[{"name":"Caitlin Bakker","is_ca":true},{"name":"Tami H. Wyatt","is_ca":false},{"name":"Melissa S. Breth","is_ca":false},{"name":"Grace Gao","is_ca":false},{"name":"Lisa M Janeway","is_ca":false},{"name":"Mikyoung A. Lee","is_ca":false},{"name":"Christie L. Martin","is_ca":false},{"name":"Victoria L. Tiase","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0931626381103388,"gpt":0.5351888344153685,"spread":0.4420261963050297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06241919,0.001976397,0.004704164,0.02113045,0.002611131,0.007310598,0.003229464,0.005079297,0.003302874],"category_scores_gemma":[0.2011762,0.001848541,0.004372222,0.01975121,0.002778424,0.007762365,0.005331983,0.003004301,0.0009476863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007215787,"about_ca_system_score_gemma":0.04394515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009783654,"about_ca_topic_score_gemma":0.02052622,"domain_scores_codex":[0.9400463,0.02707417,0.01982897,0.002406941,0.009617222,0.001026544],"domain_scores_gemma":[0.7273005,0.225519,0.01670553,0.003424985,0.02580151,0.001248408],"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":[0.0001274674,0.00005939162,0.0009386174,0.7198213,0.001045906,0.000268326,0.004443629,0.0002766877,0.0002409321,0.0023726,0.006519777,0.2638854],"study_design_scores_gemma":[0.00001860871,0.00004080575,0.0005886828,0.9582236,0.00160283,0.000164123,0.001222495,0.00006594251,0.0001372699,0.0005560052,0.03736112,0.00001854118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007956234,0.9935278,0.0008519337,0.001572559,0.0005304238,0.0007014133,0.0001316813,0.00001291074,0.001875583],"genre_scores_gemma":[0.006846325,0.9875286,0.002218806,0.0007632218,0.0001681957,0.001995855,0.0001786857,0.00001268582,0.0002875874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06241919,"threshold_uncertainty_score":0.3301082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3102198041","doi":"10.2196/23963","title":"Augmented Reality Technology as a Teaching Strategy for Learning Pediatric Asthma Management: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Cohort; Nurse educator; Medical education; Augmented reality; Asthma management; Cohort study; Focus group; Nursing; Nurse education; Computer science; Internal medicine","authors":[{"name":"Suhasini Kotcherlakota","is_ca":false},{"name":"Peggy Pelish","is_ca":false},{"name":"Katherine Hoffman","is_ca":false},{"name":"Kevin Kupzyk","is_ca":false},{"name":"Patrick Rejda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08579840117626017,"gpt":0.5105098778760179,"spread":0.4247114766997577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00813114,0.0009938177,0.00106617,0.001205232,0.001095346,0.001443426,0.0009663744,0.0008149349,0.002627424],"category_scores_gemma":[0.008112713,0.0005530321,0.001262846,0.0006673727,0.0007007719,0.0007701797,0.001213111,0.0006442638,0.000413205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090006,"about_ca_system_score_gemma":0.002165727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077975,"about_ca_topic_score_gemma":0.002416192,"domain_scores_codex":[0.994657,0.003479589,0.0004285976,0.0003840067,0.0007576109,0.0002932014],"domain_scores_gemma":[0.993934,0.003642159,0.0006414899,0.0004824791,0.0009344266,0.0003654658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01233628,0.1892264,0.1504634,0.005435815,0.001277209,0.001811998,0.08443903,0.002217537,0.01445946,0.00147169,0.001236836,0.5356243],"study_design_scores_gemma":[0.009472253,0.5173656,0.2598564,0.003295778,0.002267782,0.003017801,0.1490636,0.007915095,0.02162949,0.001499379,0.02414319,0.0004736381],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994511,0.0004090354,0.001690327,0.00005547478,0.00001985239,0.00249811,0.00007418858,0.000009242764,0.0007328141],"genre_scores_gemma":[0.9731942,0.001737153,0.01353912,0.0002655752,0.00005961692,0.009380535,0.0001403512,0.00001054351,0.001672943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00813114,"threshold_uncertainty_score":0.04300213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096205876","doi":"10.2196/19503","title":"Vaccipack, A Mobile App to Promote Human Papillomavirus Vaccine Uptake Among Adolescents Aged 11 to 14 Years: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; mHealth; Human papillomavirus vaccine; Mobile apps; Medicine; Vaccination; Psychology; Nursing; World Wide Web; Computer science; Cancer; Psychological intervention","authors":[{"name":"Anne M. Teitelman","is_ca":false},{"name":"Emily F. Gregory","is_ca":false},{"name":"Joshua Jayasinghe","is_ca":false},{"name":"Zara Wermers","is_ca":false},{"name":"Ja H Koo","is_ca":false},{"name":"Jennifer Morone","is_ca":false},{"name":"Damien Leri","is_ca":false},{"name":"Annet Davis","is_ca":false},{"name":"Kristen A. Feemster","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04775228958214755,"gpt":0.3791070971690213,"spread":0.3313548075868737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005843184,0.0005239419,0.0005576124,0.001016067,0.0003991777,0.0007676767,0.0003715505,0.0004010341,0.0006743598],"category_scores_gemma":[0.01007498,0.0003123087,0.0007088266,0.0004009423,0.0002913148,0.0007461406,0.0006550171,0.0003921367,0.0001462389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201151,"about_ca_system_score_gemma":0.0009578477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405412,"about_ca_topic_score_gemma":0.003664744,"domain_scores_codex":[0.9981883,0.0008083539,0.0002274952,0.0001920454,0.0004330823,0.0001506615],"domain_scores_gemma":[0.995464,0.002570275,0.0003267925,0.0001430264,0.001146054,0.0003497539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002596972,0.01654352,0.5650086,0.003720116,0.0005817629,0.002252167,0.04246832,0.001088979,0.0167685,0.0003588097,0.003385793,0.3452264],"study_design_scores_gemma":[0.001148436,0.07294811,0.8525339,0.00147018,0.001738958,0.003316835,0.0245367,0.008156285,0.0132601,0.0002079261,0.02046316,0.0002193115],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997977,0.0002037922,0.0005521091,0.00003661278,0.00001071199,0.0006950364,0.00007347701,0.00002786948,0.0004234807],"genre_scores_gemma":[0.9846054,0.001053983,0.0113277,0.0001511217,0.00002417041,0.001652917,0.0003160071,0.00003050997,0.0008380882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843184,"threshold_uncertainty_score":0.03090203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381137262","doi":"10.2196/46819","title":"Sociotechnical Challenges of Digital Health in Nursing Practice During the COVID-19 Pandemic: National Study","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Digital health; Workforce; Nursing; Health care; Workflow; Government (linguistics); Telemedicine; Pandemic; Medicine; Business; Psychology; Knowledge management; Political science; Coronavirus disease 2019 (COVID-19); Computer science","authors":[{"name":"Karen Livesay","is_ca":false},{"name":"Sacha Petersen","is_ca":false},{"name":"Ruby Walter","is_ca":false},{"name":"Lin Zhao","is_ca":false},{"name":"Kerryn Butler‐Henderson","is_ca":false},{"name":"Robab Abdolkhani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1537792312680435,"gpt":0.5245548059627462,"spread":0.3707755746947027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008691637,0.0002520134,0.0003824049,0.001373823,0.006963816,0.003149295,0.0009426237,0.001576376,0.002080559],"category_scores_gemma":[0.01397084,0.0005980976,0.0004215284,0.0008770955,0.004098446,0.004530997,0.008508696,0.002449699,0.000328459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006262227,"about_ca_system_score_gemma":0.01137086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095237,"about_ca_topic_score_gemma":0.07220605,"domain_scores_codex":[0.9950399,0.002462076,0.0002695422,0.0003197354,0.000708223,0.001200592],"domain_scores_gemma":[0.9889091,0.004775798,0.001921226,0.0005689941,0.001782053,0.002042797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004484714,0.0003162492,0.1775175,0.0001795494,0.00001186453,0.0008700952,0.8069692,0.00004992645,0.0002568079,0.0005879815,0.001199173,0.01199684],"study_design_scores_gemma":[0.000003691473,0.0001205276,0.06149014,0.0001537893,0.000003863517,0.0002263208,0.9349285,0.00009643302,0.00004823369,0.0001241181,0.002789547,0.00001474031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967499,0.0001438171,0.0001491095,0.001011276,0.00001443798,0.00007631697,0.00003977991,0.00000181977,0.001813432],"genre_scores_gemma":[0.9980829,0.0003817633,0.0002280837,0.0005612277,0.000009900695,0.0001524131,0.00003880973,0.000003231152,0.0005417146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9930362,"threshold_uncertainty_score":0.06154442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046098243","doi":"10.2196/19780","title":"Utilization of Nursing Education Progressive Web Application (NEPWA) Media in an Education and Health Promotion Course Using Gagne’s Model of Instructional Design on Nursing Students: Quantitative Research and Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Health Education and Validation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Usability; Nurse education; Promotion (chess); Instructional design; Medical education; Psychology; Nursing; Research design; Nursing research; Medicine; Computer science; Mathematics education; Mathematics","authors":[{"name":"Deny Yuliawan","is_ca":false},{"name":"Doni Widyandana","is_ca":false},{"name":"Rachmadya Nur Hidayah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7058963907244731,"gpt":0.6551471628062265,"spread":0.05074922791824654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008637944,0.0003100478,0.0003878235,0.001943758,0.0005544744,0.000939973,0.0003842593,0.0003729812,0.00139959],"category_scores_gemma":[0.01901536,0.0002428209,0.0005294908,0.0008478998,0.0007074245,0.0008813823,0.000817542,0.0004975584,0.0001613472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009627802,"about_ca_system_score_gemma":0.001430868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004857815,"about_ca_topic_score_gemma":0.00121047,"domain_scores_codex":[0.9931069,0.003994777,0.0006105384,0.000458008,0.00157131,0.0002584022],"domain_scores_gemma":[0.9755573,0.0191118,0.001453503,0.0006584618,0.002901771,0.000317176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.000555594,0.01126331,0.4011084,0.002179783,0.0001629055,0.000489829,0.07593449,0.001184623,0.01802904,0.001898503,0.001031241,0.4861623],"study_design_scores_gemma":[0.0002673785,0.01738871,0.8590645,0.001446569,0.0004263175,0.001182547,0.06812353,0.007678104,0.02981717,0.001097437,0.0133685,0.0001393207],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943082,0.00008404665,0.002400163,0.00004086379,0.0000056584,0.001159636,0.00004625743,0.00001099826,0.001944186],"genre_scores_gemma":[0.982139,0.0002666351,0.01366375,0.00005440956,0.000007558577,0.002457678,0.00007636879,0.000006833322,0.001327726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008637944,"threshold_uncertainty_score":0.04568237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205422766","doi":"10.2196/35274","title":"Investigating #covidnurse Messages on TikTok: Descriptive Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Feeling; Social media; Coronavirus disease 2019 (COVID-19); Psychology; Entertainment; Content analysis; Content (measure theory); Social psychology; Medicine; Nursing; Sociology; Computer science; Art; Visual arts; Internal medicine; World Wide Web","authors":[{"name":"Bhavya Yalamanchili","is_ca":false},{"name":"Lorie Donelle","is_ca":true},{"name":"Leo-Felix Jurado","is_ca":false},{"name":"Joseph Fera","is_ca":false},{"name":"Corey H. Basch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1981395406759834,"gpt":0.4755502199496607,"spread":0.2774106792736774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943915,0.0002235772,0.0003665586,0.001925998,0.0009190828,0.001127766,0.0004459152,0.000446189,0.00260456],"category_scores_gemma":[0.01130837,0.000391677,0.0003013268,0.001497071,0.0006803417,0.00166425,0.00111158,0.0006535365,0.0006456385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453383,"about_ca_system_score_gemma":0.001257512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008259352,"about_ca_topic_score_gemma":0.01171316,"domain_scores_codex":[0.9989893,0.0003125745,0.0001264535,0.0001123451,0.0002448361,0.0002145073],"domain_scores_gemma":[0.9934936,0.002980713,0.002006505,0.0001528985,0.001009952,0.0003562369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003843784,0.0006847968,0.8173329,0.001760925,0.00004903143,0.001851152,0.1371708,0.00004998719,0.002715526,0.0004254565,0.004048766,0.03352621],"study_design_scores_gemma":[0.00001681083,0.000735409,0.6396628,0.001049464,0.00005063494,0.001941305,0.343433,0.0003211287,0.000863599,0.0001085005,0.01176957,0.00004786778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996825,0.0002718959,0.0001956864,0.0001219933,0.000009433441,0.0002847676,0.0009492888,0.00000570477,0.001336358],"genre_scores_gemma":[0.993901,0.001103352,0.0007708539,0.0004950993,0.00003202767,0.0009970627,0.001137979,0.00002215321,0.001540476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008259352,"threshold_uncertainty_score":0.01642257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001248810","doi":"10.2196/15691","title":"Exploring an Innovative Care Model and Telemonitoring for the Management of Patients With Complex Chronic Needs: Qualitative Description Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"William Osler Health System; North York General Hospital; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"","keywords":"Chronic care; Thematic analysis; Nonprobability sampling; Health care; Qualitative research; Nursing; Integrated care; Ambulatory care; Medicine; Population; Process management; Psychology; Chronic disease; Family medicine; Business; Sociology","authors":[{"name":"Kayleigh Gordon","is_ca":true},{"name":"Carolyn Steele Gray","is_ca":true},{"name":"Katie N. Dainty","is_ca":true},{"name":"Jane DeLacy","is_ca":true},{"name":"Patrick Ware","is_ca":true},{"name":"Emily Seto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.306787034240542,"gpt":0.4158050670343195,"spread":0.1090180327937775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0227509,0.0005559233,0.0005906145,0.001820044,0.009929957,0.004628301,0.002455179,0.001766563,0.003280857],"category_scores_gemma":[0.01940326,0.0006282596,0.0006497942,0.002162685,0.009706923,0.005031924,0.006802907,0.002852331,0.000323233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205723,"about_ca_system_score_gemma":0.01535773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759385,"about_ca_topic_score_gemma":0.03352908,"domain_scores_codex":[0.9805931,0.01600123,0.0003845063,0.0006283265,0.0009458376,0.001447081],"domain_scores_gemma":[0.976005,0.01881019,0.001190647,0.0006443828,0.001633256,0.001716454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003178882,0.00005834928,0.001385667,0.0002584804,0.000004921969,0.0007818663,0.9866366,0.0001120827,0.000463018,0.004515983,0.001134899,0.004616407],"study_design_scores_gemma":[0.000009665165,0.00003036829,0.0003980867,0.0003318362,0.000004180582,0.0002656555,0.9873487,0.0002269523,0.0001990913,0.0008325016,0.01033924,0.0000137649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452391,0.00175812,0.02327482,0.01143155,0.0002129276,0.002865627,0.0008440001,0.00004455447,0.01432928],"genre_scores_gemma":[0.9778011,0.00148185,0.01171976,0.002116293,0.00003333523,0.002578592,0.0002006876,0.00004320994,0.0040252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227509,"threshold_uncertainty_score":0.1203197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966446952","doi":"10.2196/14194","title":"Primary Health Care Nurses’ Experiences of Consultations With Internet-Informed Patients: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"The Internet; Health care; Qualitative research; Nursing; Health literacy; Medicine; Ambivalence; Psychology; Family medicine; Social psychology; Sociology; Political science","authors":[{"name":"Anna Sjöström","is_ca":false},{"name":"Åsa Hörnsten","is_ca":false},{"name":"Senada Hajdarević","is_ca":false},{"name":"Agneta Emmoth","is_ca":false},{"name":"Ulf Isaksson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03382473856622253,"gpt":0.5092792503864423,"spread":0.4754545118202197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009268267,0.0005713911,0.0009229933,0.001222472,0.006866629,0.003784748,0.001493355,0.002133669,0.003153669],"category_scores_gemma":[0.01866769,0.0007950349,0.0004504195,0.001302696,0.005499045,0.002721896,0.004947064,0.002530753,0.000376163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004986361,"about_ca_system_score_gemma":0.004437077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007473188,"about_ca_topic_score_gemma":0.01661037,"domain_scores_codex":[0.9908694,0.006697562,0.0003102181,0.0004896288,0.0005949708,0.001038293],"domain_scores_gemma":[0.9768663,0.01859116,0.001360884,0.0003332453,0.001246574,0.001601825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003446173,0.00006768554,0.002631309,0.0002038744,0.000003993144,0.00126736,0.9926386,0.00001590735,0.0003587029,0.0001830832,0.0003025727,0.002292445],"study_design_scores_gemma":[0.000007429923,0.00007370082,0.002016182,0.0002274119,0.000004663471,0.0004446094,0.993948,0.00003786817,0.0001314464,0.00007801883,0.003021723,0.000009062499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915226,0.001326573,0.001036479,0.001576806,0.00008731765,0.000313281,0.0001440597,0.00001247508,0.003980363],"genre_scores_gemma":[0.9941969,0.001321779,0.0007423694,0.001263227,0.0000326021,0.0004230338,0.00007405766,0.0000170021,0.001929039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009268267,"threshold_uncertainty_score":0.04901588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379507919","doi":"10.2196/44630","title":"Smartphone-Based Remote Monitoring for Chronic Heart Failure: Mixed Methods Analysis of User Experience From Patient and Nurse Perspectives","year":2023,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"British Heart Foundation; UK Research and Innovation","keywords":"Onboarding; Ejection fraction; User experience design; Vital signs; Heart failure; Focus group; Medicine; Computer science; Perspective (graphical); Nursing; Human–computer interaction; Psychology; Cardiology; Surgery; Artificial intelligence","authors":[{"name":"A Auton","is_ca":false},{"name":"Sameer Zaman","is_ca":false},{"name":"Yorissa Padayachee","is_ca":false},{"name":"Jack Samways","is_ca":false},{"name":"Nicholas M. Quaife","is_ca":false},{"name":"Mark Sweeney","is_ca":false},{"name":"Indira Tenorio","is_ca":false},{"name":"Nick Linton","is_ca":false},{"name":"Graham D. Cole","is_ca":false},{"name":"Nicholas S. Peters","is_ca":false},{"name":"Jamil Mayet","is_ca":false},{"name":"C Barton","is_ca":false},{"name":"Carla M. Plymen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02766833262580677,"gpt":0.395684705029729,"spread":0.3680163724039222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01526181,0.0004949952,0.0008279754,0.001797357,0.0008918627,0.001517187,0.0004944795,0.0006165443,0.001338787],"category_scores_gemma":[0.02116577,0.0003456606,0.001696205,0.001401954,0.0005963944,0.00122786,0.001688017,0.0005246463,0.0003038812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048356,"about_ca_system_score_gemma":0.0009250463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668367,"about_ca_topic_score_gemma":0.00367093,"domain_scores_codex":[0.9874162,0.008379076,0.001422022,0.0008477745,0.001432563,0.0005024095],"domain_scores_gemma":[0.9810601,0.01159746,0.002990991,0.001074262,0.002729267,0.0005477424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002607441,0.002628427,0.7910029,0.002658502,0.001330779,0.0003338342,0.09628227,0.0003688708,0.003240359,0.0003234259,0.001320835,0.09790236],"study_design_scores_gemma":[0.0002708466,0.006951273,0.9181337,0.0007116773,0.0005489818,0.0005176965,0.06317884,0.003430667,0.002073206,0.0004413834,0.003575027,0.0001665901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954101,0.0002904339,0.002363893,0.00008239137,0.00001534846,0.0009738598,0.0004595654,0.00001486057,0.0003895424],"genre_scores_gemma":[0.9875217,0.000305613,0.006014277,0.0002150258,0.0000388107,0.004997071,0.000559052,0.00002033707,0.0003279415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526181,"threshold_uncertainty_score":0.08071315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393860683","doi":"10.2196/56474","title":"The Cooperation Between Nurses and a New Digital Colleague “AI-Driven Lifestyle Monitoring” in Long-Term Care for Older Adults: Viewpoint","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Research Institute for Aging; University Health Network; Public Health Ontario; University of Toronto; University of Waterloo","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Preprint; Term (time); Gerontology; Long-term care; Psychology; Nursing; Medicine; Computer science; World Wide Web","authors":[{"name":"Sjors Groeneveld","is_ca":false},{"name":"Gaya Bin Noon","is_ca":true},{"name":"Marjolein E.M. den Ouden","is_ca":false},{"name":"Harmieke van Os‐Medendorp","is_ca":false},{"name":"Julia E.W.C. van Gemert‐Pijnen","is_ca":false},{"name":"Rudolf M. Verdaasdonk","is_ca":false},{"name":"Plinio Pelegrini Morita","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06269910928676964,"gpt":0.4408245957069247,"spread":0.378125486420155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01203845,0.0004606188,0.0004140084,0.0006942009,0.006057772,0.009487371,0.002232828,0.006712207,0.002267223],"category_scores_gemma":[0.008252441,0.0003067422,0.0005353278,0.0003363716,0.009833296,0.009009085,0.009517985,0.007723115,0.001116539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005062882,"about_ca_system_score_gemma":0.007940334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053828,"about_ca_topic_score_gemma":0.008359062,"domain_scores_codex":[0.9897121,0.007990376,0.000183071,0.0006207139,0.000994998,0.0004987774],"domain_scores_gemma":[0.9919018,0.003865279,0.0006225121,0.0003405288,0.001448409,0.001821433],"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":[0.0001849718,0.0003632814,0.006230331,0.002045909,0.00005918712,0.006654385,0.2899596,0.0005637069,0.002701854,0.4832999,0.07019918,0.1377377],"study_design_scores_gemma":[0.00003648158,0.0005644375,0.002261595,0.003495536,0.00006374222,0.005812908,0.3262149,0.001173153,0.00112106,0.04978813,0.6093718,0.00009636296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05513434,0.06650596,0.02927744,0.6661329,0.01274853,0.0001491946,0.00002642602,0.00009624098,0.169929],"genre_scores_gemma":[0.7354876,0.04134002,0.02386594,0.141825,0.004712953,0.0003474629,0.00003266686,0.00009240902,0.05229577],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01203845,"threshold_uncertainty_score":0.06366616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967561787","doi":"10.2196/14279","title":"Nurses as Stakeholders in the Adoption of Mobile Technology in Australian Health Care Environments: Interview Study","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Health care; Digital health; Health technology; Usability; Public relations; Mobile technology; Nursing; Agency (philosophy); Scope (computer science); Business; Mobile device; Psychology; Knowledge management; Medicine; Political science; Sociology; Computer science","authors":[{"name":"Carey Mather","is_ca":false},{"name":"Elizabeth Cummings","is_ca":true},{"name":"Fred Gale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09146920329880119,"gpt":0.4774511287406437,"spread":0.3859819254418425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01096621,0.0004829169,0.0005610372,0.001631715,0.008947399,0.003828659,0.001304036,0.002452568,0.00205533],"category_scores_gemma":[0.01908011,0.001180737,0.0003181229,0.001844428,0.004269337,0.00527917,0.007847379,0.004115599,0.0004151794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005509285,"about_ca_system_score_gemma":0.007478758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962703,"about_ca_topic_score_gemma":0.03346401,"domain_scores_codex":[0.9895998,0.007370686,0.0004017112,0.0004634758,0.0006716678,0.001492605],"domain_scores_gemma":[0.9865426,0.008534443,0.001461517,0.0002704043,0.001535199,0.001655857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001430499,0.00004821994,0.003372133,0.00006333926,0.000001378206,0.00041682,0.9933394,0.00001793751,0.0002985517,0.0003147209,0.0002072005,0.001905927],"study_design_scores_gemma":[0.000001677156,0.00004155208,0.001577959,0.00007755389,0.000001401844,0.00007944642,0.9948683,0.00005717282,0.0000705389,0.00006827639,0.003151281,0.00000491816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991805,0.0005530018,0.001040774,0.001900767,0.00003439521,0.0002893014,0.00005391053,0.000006376731,0.004316379],"genre_scores_gemma":[0.991583,0.001506589,0.00139343,0.001473553,0.00002202936,0.0005952544,0.00006206256,0.000009655136,0.003354469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910526,"threshold_uncertainty_score":0.05799556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048639631","doi":"10.2196/21881","title":"Care Staff Perspectives on Using Mobile Technology to Support Communication in Long-Term Care: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute on Disability and Rehabilitation Research; Canadian Frailty Network; Government of Canada; University of Washington","keywords":"Long-term care; Nursing; Mobile technology; Qualitative research; Psychology; Information and Communications Technology; Mobile device; Medicine; Computer science; World Wide Web; Sociology","authors":[{"name":"Rozanne Wilson","is_ca":true},{"name":"Jeff Small","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06166196241670938,"gpt":0.5236741745172813,"spread":0.4620122121005719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02849493,0.0008070235,0.001593245,0.003081803,0.006169156,0.004438792,0.001548268,0.001414013,0.002039654],"category_scores_gemma":[0.02693217,0.0009646014,0.001470194,0.003002506,0.002083753,0.002789961,0.004561186,0.001421387,0.000312942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005373259,"about_ca_system_score_gemma":0.007245515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430052,"about_ca_topic_score_gemma":0.01737184,"domain_scores_codex":[0.9813494,0.01206645,0.001874024,0.0009387562,0.002032029,0.001739327],"domain_scores_gemma":[0.9778041,0.01278718,0.002891695,0.0006729105,0.004297946,0.001546116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003962655,0.001136999,0.08261251,0.001852031,0.0001698266,0.0006981549,0.8818166,0.00005874528,0.0007701263,0.0004221047,0.0006660491,0.02940057],"study_design_scores_gemma":[0.00005869604,0.001461668,0.03859669,0.00131974,0.0001292019,0.0004282669,0.9537765,0.0001844834,0.0003744041,0.0001934404,0.003415842,0.00006104517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952685,0.001474349,0.001047072,0.000307047,0.00003124215,0.0007432771,0.0001505559,0.000007559347,0.000970371],"genre_scores_gemma":[0.9900494,0.002211355,0.002588242,0.0009453163,0.00004030065,0.003195461,0.0001681607,0.0000133058,0.0007884546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02849493,"threshold_uncertainty_score":0.1506975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2979964676","doi":"10.2196/15658","title":"Understanding Nursing Workflow for Inpatient Education Delivery: Time and Motion Study","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Diabetes Management and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Technician; Medicine; Workflow; Nursing; Duration (music); Medical emergency; Computer science","authors":[{"name":"Kelley M. Baker","is_ca":false},{"name":"Michelle Magee","is_ca":false},{"name":"Kelly M. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05034454664507398,"gpt":0.3278654639718822,"spread":0.2775209173268082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002646247,0.0002882635,0.0002379647,0.001395655,0.0005124598,0.001013153,0.0004532397,0.0003545969,0.001674406],"category_scores_gemma":[0.01403868,0.0002098879,0.0005934199,0.001092456,0.0003894343,0.001192046,0.001052125,0.0003573466,0.0002102536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557343,"about_ca_system_score_gemma":0.001661789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00723896,"about_ca_topic_score_gemma":0.009544184,"domain_scores_codex":[0.9989771,0.0004179771,0.0001176681,0.0001466137,0.0002013122,0.0001394314],"domain_scores_gemma":[0.9904164,0.00424009,0.002926179,0.0004688641,0.001274552,0.0006739346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008862403,0.001244077,0.889858,0.0004147755,0.0001328248,0.0002314866,0.02151047,0.002606497,0.002173635,0.0007278343,0.0009976114,0.07921661],"study_design_scores_gemma":[0.00004498782,0.001621081,0.9554918,0.0001965268,0.00009771183,0.0002734825,0.02219803,0.01598459,0.0008763315,0.0006047272,0.002550507,0.00006027498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996484,0.0001434906,0.002473,0.00007782243,0.000005468627,0.00008537598,0.0001297047,0.00001175562,0.0005893652],"genre_scores_gemma":[0.9958428,0.0001711724,0.003414188,0.00002456646,0.000007567056,0.00008724297,0.0002128632,0.000006904183,0.0002326887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00723896,"threshold_uncertainty_score":0.01439363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206935998","doi":"10.2196/33586","title":"Uncovering Important Drivers of the Increase in the Use of Virtual Care Technologies in Nursing Care: Quantitative Analysis From the 2020 National Survey of Canadian Nurses","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Canada Health Infoway","funders":"Government of Canada","keywords":"Nursing; Health care; Medicine; Psychology","authors":[{"name":"Waldo Beauséjour","is_ca":true},{"name":"Simon Hagens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08176829829205341,"gpt":0.4234600472939056,"spread":0.3416917490018522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004069979,0.0003599806,0.0003767787,0.003050272,0.002820484,0.002062889,0.001251867,0.0005533475,0.001603709],"category_scores_gemma":[0.01370855,0.0004263101,0.0008795685,0.006630014,0.001168688,0.0007325275,0.002129874,0.0007573391,0.0002036801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02978087,"about_ca_system_score_gemma":0.04437229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9643324,"about_ca_topic_score_gemma":0.9680379,"domain_scores_codex":[0.9966338,0.000547882,0.0002661418,0.0003521961,0.001297268,0.0009026623],"domain_scores_gemma":[0.9884301,0.002369763,0.001978528,0.0002348722,0.005790279,0.001196501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004132328,0.00005033761,0.955664,0.000229006,0.00003964319,0.00006584996,0.02936516,0.0001508012,0.0002217434,0.0003123536,0.001984057,0.01187577],"study_design_scores_gemma":[0.000002942316,0.00002772859,0.9409188,0.0001149548,0.00001607137,0.00002344029,0.05604178,0.0003670694,0.00005985322,0.00003723245,0.002367349,0.00002279904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887165,0.000283045,0.000333914,0.000690227,0.00001284871,0.0002699076,0.006106113,0.00000931535,0.003578168],"genre_scores_gemma":[0.9939599,0.0004319623,0.0009410895,0.0002770957,0.000008095487,0.0004062232,0.002848764,0.000007826028,0.001119047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0356676,"threshold_uncertainty_score":0.2160764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089406125","doi":"10.2196/20747","title":"Effect of a Smartphone-Based App on the Quality of Life of Patients With Heart Failure: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Quality of life (healthcare); Randomized controlled trial; Intervention (counseling); Physical therapy; Clinical trial; Internal medicine; Nursing","authors":[{"name":"Mahboube Davoudi","is_ca":false},{"name":"Tahereh Najafi Ghezeljeh","is_ca":false},{"name":"Farveh Vakilian Aghouee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577156683774052,"gpt":0.3046820012767061,"spread":0.2889104344389656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013714,0.001409027,0.003934086,0.0007846966,0.0007341481,0.0012278,0.0009458704,0.002714543,0.008279491],"category_scores_gemma":[0.004545458,0.0007022654,0.003728109,0.0007069167,0.0009299656,0.001009086,0.0006793606,0.002425544,0.0005613926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138857,"about_ca_system_score_gemma":0.001639812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517438,"about_ca_topic_score_gemma":0.002335186,"domain_scores_codex":[0.9981245,0.0009487676,0.0002473347,0.0003121831,0.0001848005,0.0001823447],"domain_scores_gemma":[0.9980318,0.0007733277,0.0005309099,0.00009511774,0.0001572875,0.0004116282],"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":[0.9566756,0.01469466,0.000938462,0.005639446,0.003174628,0.00005342162,0.00006585959,0.0001591604,0.0005640732,0.00009481647,0.0006001121,0.0173398],"study_design_scores_gemma":[0.9564885,0.03887432,0.002022827,0.0002518814,0.001640728,0.00001346214,0.00002828315,0.0001914768,0.0001236872,0.00005226284,0.0003010842,0.00001142134],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957723,0.01798886,0.0008472158,0.00141009,0.001903591,0.01641948,0.001169338,0.000155873,0.002382538],"genre_scores_gemma":[0.9566169,0.007997437,0.002921542,0.001490654,0.001218455,0.02714985,0.0007031412,0.0000146829,0.001887376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008279491,"threshold_uncertainty_score":0.02769768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412748593","doi":"10.2196/71653","title":"Readiness and Acceptance of Nursing Students Regarding AI-Based Health Care Technology on the Training of Nursing Skills in Saudi Arabia: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Nursing; Feeling; Scale (ratio); Health care; Perception; Medicine; Psychology; Medical education; Family medicine; Social psychology","authors":[{"name":"Kamlah Ahmed AL-Olimat","is_ca":false},{"name":"Basma Salameh","is_ca":false},{"name":"Rasha Abdulhalim Alqadi","is_ca":false},{"name":"Abeer Nuwayfi Alruwaili","is_ca":false},{"name":"Manal Hakami","is_ca":false},{"name":"Tahani Ali Salem Maharem","is_ca":false},{"name":"Fadia Ahmed Abdelkader Reshia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1258550343692171,"gpt":0.5256905893280845,"spread":0.3998355549588675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180545,0.0002735229,0.0002933326,0.0008313773,0.0004375241,0.0006847124,0.0003143046,0.0004995412,0.001531707],"category_scores_gemma":[0.002388225,0.0002633242,0.0003927769,0.0005012183,0.0002665452,0.0005106496,0.0005892276,0.0005175763,0.000335593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004452978,"about_ca_system_score_gemma":0.000536971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145703,"about_ca_topic_score_gemma":0.00574089,"domain_scores_codex":[0.9994639,0.0001100115,0.00007677037,0.0000519071,0.0001849503,0.0001125632],"domain_scores_gemma":[0.998068,0.0003380831,0.0006567132,0.00005768909,0.0004862531,0.0003931766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005563184,0.0003056462,0.9925029,0.00004433142,0.0000197834,0.00007977935,0.002935294,0.00002396484,0.0003991473,0.0000196636,0.00006664816,0.003547237],"study_design_scores_gemma":[0.00000464183,0.000611548,0.9898642,0.00004130233,0.00001882832,0.0001738634,0.008496955,0.000213216,0.00020271,0.00001221754,0.000350869,0.000009746508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997843,0.00003511748,0.00001496098,0.00001570827,0.000001321671,0.000008521074,0.00002149083,3.813541e-7,0.0001182374],"genre_scores_gemma":[0.9995806,0.0001060554,0.00004860479,0.00003302566,0.00000230784,0.00001311032,0.00004578691,4.253478e-7,0.0001701164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005145703,"threshold_uncertainty_score":0.01023149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392635272","doi":"10.2196/53592","title":"Privacy Barriers in Health Monitoring: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Internet privacy; Business; Computer security; Computer science","authors":[{"name":"Luyi Sun","is_ca":false},{"name":"Bian Yang","is_ca":false},{"name":"Els Kindt","is_ca":false},{"name":"Jingyi Chu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06200744590841147,"gpt":0.4429560115778591,"spread":0.3809485656694476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01979996,0.001541908,0.003562118,0.01635201,0.00191865,0.005765555,0.002035613,0.004192022,0.003750223],"category_scores_gemma":[0.1063978,0.00117494,0.004510767,0.01716617,0.001962792,0.00485351,0.003005957,0.002732244,0.0004706294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005037461,"about_ca_system_score_gemma":0.02384302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00906451,"about_ca_topic_score_gemma":0.01402977,"domain_scores_codex":[0.982907,0.006566876,0.005851229,0.0007947932,0.003437804,0.0004423365],"domain_scores_gemma":[0.8533413,0.1251314,0.01120232,0.001447915,0.008255437,0.0006216036],"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":[0.00009563041,0.00005389321,0.001222049,0.778652,0.001307109,0.0002757266,0.002056347,0.0002256867,0.0001543546,0.002497858,0.006007088,0.2074522],"study_design_scores_gemma":[0.00001255658,0.00004008437,0.001138447,0.9593539,0.002760092,0.0002960902,0.0009899107,0.00005948673,0.0001134703,0.0006821355,0.03453656,0.00001722439],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006229571,0.9967999,0.0002920699,0.0008301695,0.0002253279,0.0001842074,0.00008484299,0.000006219918,0.0009542726],"genre_scores_gemma":[0.005480335,0.9927738,0.0005663874,0.0004982813,0.0001111228,0.0003709527,0.00009260765,0.000004338188,0.0001022264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01979996,"threshold_uncertainty_score":0.1047134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399522452","doi":"10.2196/56585","title":"Software Testing of eHealth Interventions: Existing Practices and the Future of an Iterative Strategy","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Alberta Children's Hospital Research Institute; Mitacs","keywords":"Preprint; eHealth; Psychological intervention; Computer science; Software; World Wide Web; Operating system; Medicine; Political science; Health care; Nursing","authors":[{"name":"Oyinda Obigbesan","is_ca":true},{"name":"Kristen Graham","is_ca":true},{"name":"Karen Benzies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.169046421512342,"gpt":0.5520541289367804,"spread":0.3830077074244385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.292484,0.001839482,0.002045253,0.01198424,0.003900643,0.0168465,0.009126776,0.005764948,0.002074619],"category_scores_gemma":[0.4196548,0.001588364,0.002715632,0.00687133,0.01991602,0.02659079,0.01333626,0.007264776,0.0008521808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01367658,"about_ca_system_score_gemma":0.03897709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008034867,"about_ca_topic_score_gemma":0.009345523,"domain_scores_codex":[0.5976542,0.3164509,0.02571984,0.009903009,0.04639558,0.003876482],"domain_scores_gemma":[0.3438486,0.5360454,0.02779814,0.0329953,0.05356932,0.005743366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002184785,0.0005834168,0.01668903,0.01116013,0.0003085908,0.0002955203,0.03860321,0.00107307,0.0007369869,0.03536718,0.003230002,0.8917344],"study_design_scores_gemma":[0.001027278,0.00629823,0.0382173,0.2066701,0.001538165,0.00425239,0.1015955,0.02365741,0.01154906,0.348125,0.2557891,0.001280439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1230507,0.2061602,0.4075007,0.2022072,0.001883821,0.006979526,0.0002256153,0.002284446,0.04970781],"genre_scores_gemma":[0.4335611,0.06206656,0.476458,0.01838486,0.0004340802,0.006548702,0.0002500918,0.0004006567,0.001895874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.292484,"threshold_uncertainty_score":0.8724933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226157097","doi":"10.2196/37380","title":"Technology-Supported Guidance Models Stimulating the Development of Critical Thinking in Clinical Practice: Mixed Methods Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Nursing","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Critical thinking; Facilitator; Nurse education; Thematic analysis; Psychology; Systematic review; Process (computing); Critical appraisal; Nursing; Medical education; Medicine; MEDLINE; Computer science; Qualitative research; Pedagogy; Sociology; Alternative medicine","authors":[{"name":"Jaroslav Zlámal","is_ca":false},{"name":"Edith Roth Gjevjon","is_ca":false},{"name":"Mariann Fossum","is_ca":false},{"name":"Marianne Trygg Solberg","is_ca":false},{"name":"Simen A. Steindal","is_ca":false},{"name":"Camilla Strandell‐Laine","is_ca":false},{"name":"Marie Hamilton Larsen","is_ca":false},{"name":"Andréa Aparecida Gonçalves Nes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2309528194682155,"gpt":0.5946897747278602,"spread":0.3637369552596447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06855801,0.002803023,0.01010676,0.02559917,0.002472162,0.007640977,0.003652415,0.003752134,0.005011946],"category_scores_gemma":[0.2044026,0.0019581,0.01330851,0.02011614,0.002315622,0.006402441,0.004563145,0.002311741,0.0004704917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01117599,"about_ca_system_score_gemma":0.04783732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007499095,"about_ca_topic_score_gemma":0.02768601,"domain_scores_codex":[0.9148483,0.04055587,0.02610211,0.003319875,0.01424936,0.0009244513],"domain_scores_gemma":[0.7961134,0.1580226,0.02191253,0.004368028,0.01825353,0.001329934],"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":[0.0002063906,0.00007555392,0.0007543628,0.9116848,0.007959002,0.00007699356,0.001272628,0.0001735156,0.0001345844,0.0007502371,0.0008480781,0.07606371],"study_design_scores_gemma":[0.0002319094,0.0003008206,0.001319835,0.9595971,0.0271007,0.0001387346,0.001082117,0.0001612451,0.0002512173,0.0006944347,0.009062484,0.00005935683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003342573,0.9783279,0.003643038,0.0007319869,0.0004192908,0.0120714,0.0006227876,0.00004404851,0.0007970563],"genre_scores_gemma":[0.04910053,0.8956218,0.02126462,0.001429897,0.0002238184,0.03142187,0.0006043244,0.00002929367,0.000303868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06855801,"threshold_uncertainty_score":0.3625737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200174018","doi":"10.2196/31380","title":"Web-Based Training for Nurses on Using a Decision Aid to Support Shared Decision-making About Prenatal Screening: Parallel Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Centre hospitalier universitaire de Québec; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Medicine; Psychosocial; Randomized controlled trial; Intervention (counseling); Family medicine; Test (biology); Nursing; Physical therapy; Psychiatry","authors":[{"name":"Alex Poulin Herron","is_ca":true},{"name":"Titilayo Tatiana Agbadjé","is_ca":true},{"name":"Sabrina Guay-Bélanger","is_ca":true},{"name":"Gérard Ngueta","is_ca":true},{"name":"Geneviève Roch","is_ca":true},{"name":"François Rousseau","is_ca":true},{"name":"France Légaré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06612141841159412,"gpt":0.3971469628615352,"spread":0.331025544449941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008211988,0.002261978,0.005620156,0.001043549,0.001502979,0.001465663,0.001789655,0.003074503,0.009142887],"category_scores_gemma":[0.0128649,0.001200007,0.003316258,0.001182222,0.002417746,0.001518426,0.001095918,0.002810519,0.0008629904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002882944,"about_ca_system_score_gemma":0.004862526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007749205,"about_ca_topic_score_gemma":0.00883888,"domain_scores_codex":[0.9939808,0.003428156,0.0006500088,0.0007913006,0.0005805547,0.0005691716],"domain_scores_gemma":[0.9932302,0.002557095,0.001366007,0.0006852797,0.001020172,0.001141187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9435098,0.03985925,0.0006192575,0.001626178,0.00115401,0.00002813458,0.0001460744,0.000251645,0.0004779185,0.00006642682,0.0003431137,0.01191821],"study_design_scores_gemma":[0.9030717,0.09406736,0.001388575,0.00009195947,0.0005574704,0.000005860982,0.00004231352,0.0002832486,0.0001511796,0.00005464341,0.0002736452,0.00001217182],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955064,0.003702102,0.001754327,0.0006798983,0.001392368,0.09372769,0.001182564,0.0002211362,0.00183348],"genre_scores_gemma":[0.8627293,0.002838645,0.006306065,0.0007872484,0.0008579584,0.1226554,0.0007109663,0.00002853056,0.003085896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009142887,"threshold_uncertainty_score":0.04342967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297047525","doi":"10.2196/37562","title":"Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Materials Research; China Medical University; China Medical University Hospital; National Applied Research Laboratories","keywords":"Mandarin Chinese; Computer science; Syllable; Documentation; Natural language processing; Test set; Word error rate; Speech recognition; Artificial intelligence; Set (abstract data type); Workload; Linguistics; Programming language","authors":[{"name":"Shih-Yen Hou","is_ca":false},{"name":"Ya-Lun Wu","is_ca":false},{"name":"Kai-Ching Chen","is_ca":false},{"name":"Ting-An Chang","is_ca":false},{"name":"Yi-Min Hsu","is_ca":false},{"name":"Su-Jung Chuang","is_ca":false},{"name":"Ying Chang","is_ca":false},{"name":"Kai-Cheng Hsu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04671842149307392,"gpt":0.3685235158634392,"spread":0.3218050943703653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004673593,0.0009712665,0.0009038209,0.001180108,0.0004630582,0.0009963813,0.001342018,0.001130621,0.00243121],"category_scores_gemma":[0.007407287,0.000271099,0.0005413355,0.0006916324,0.0003417861,0.001090737,0.001195335,0.0008936576,0.002062959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008451705,"about_ca_system_score_gemma":0.001119076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005543081,"about_ca_topic_score_gemma":0.003044064,"domain_scores_codex":[0.9974956,0.0009040849,0.0003071257,0.0006215746,0.0005202242,0.0001513356],"domain_scores_gemma":[0.9954066,0.001824598,0.000189905,0.0003493277,0.002031861,0.000197773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001468108,0.001259429,0.00832987,0.000958829,0.0003099526,0.0005273544,0.0007874876,0.0183721,0.06773159,0.0002796289,0.006476709,0.8934991],"study_design_scores_gemma":[0.0003693962,0.00368831,0.02170996,0.0001171916,0.0003326705,0.0009114203,0.0007625998,0.836059,0.1302004,0.0003672892,0.00532676,0.0001549554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7609978,0.001880622,0.2142864,0.0003915486,0.0003668315,0.001786599,0.001250124,0.01627555,0.002764406],"genre_scores_gemma":[0.7908825,0.0007420736,0.1977607,0.0001928072,0.00008778129,0.001317578,0.005405496,0.0002486685,0.003362316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005543081,"threshold_uncertainty_score":0.02471656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975872281","doi":"10.2196/14589","title":"Four Dissemination Pathways for a Social Media–Based Breastfeeding Campaign: Evaluation of the Impact on Key Performance Indicators","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Influencer marketing; Social media; Baseline (sea); Breastfeeding; Advertising; Control (management); Key (lock); Business; Internet privacy; Medicine; Political science; Computer science; Marketing; World Wide Web; Computer security","authors":[{"name":"Kassandra L. Harding","is_ca":false},{"name":"Rafael Pérez‐Escamilla","is_ca":false},{"name":"Grace Carroll","is_ca":false},{"name":"Richmond Aryeetey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242622440799217,"gpt":0.452572496577375,"spread":0.3283102524974533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007263537,0.0009134028,0.0007959464,0.0009279595,0.0007110874,0.001180192,0.0007116608,0.001048841,0.006397704],"category_scores_gemma":[0.01794006,0.0004111594,0.001220852,0.0005518611,0.0008029497,0.001363028,0.001464763,0.001197346,0.0004927111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067252,"about_ca_system_score_gemma":0.003574691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640505,"about_ca_topic_score_gemma":0.003191876,"domain_scores_codex":[0.9945927,0.00331929,0.0004119897,0.0004613947,0.0006636092,0.0005509072],"domain_scores_gemma":[0.9864352,0.007623569,0.002752005,0.0005101509,0.0007053328,0.001973654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2619404,0.1582566,0.074632,0.003949301,0.001511108,0.0001434592,0.003986007,0.005051614,0.006803666,0.0007614256,0.001024495,0.4819399],"study_design_scores_gemma":[0.05065341,0.7256528,0.196824,0.0006414721,0.002187298,0.00007756022,0.001931583,0.006893325,0.01031172,0.001032669,0.003672322,0.0001218999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951428,0.0001652222,0.0005114828,0.0001741075,0.00002409486,0.002832961,0.0002698188,0.00003713799,0.0008423473],"genre_scores_gemma":[0.9842078,0.0003489958,0.004895523,0.00008191459,0.00003514529,0.009228412,0.000269202,0.000009414684,0.0009234658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007263537,"threshold_uncertainty_score":0.03841376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966812530","doi":"10.2196/13862","title":"Advancing the Science of Recruitment for Family Caregivers: Focus Group and Delphi Methods","year":2019,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Midwest Nursing Research Society","keywords":"Delphi method; Focus group; Social media; Delphi; Psychology; Identification (biology); Quality (philosophy); Population; Medical education; Public relations; Medicine; Computer science; Political science; World Wide Web; Marketing; Business","authors":[{"name":"Dana Hansen","is_ca":false},{"name":"Amy Petrinec","is_ca":false},{"name":"Mona Ibrahim Hebeshy","is_ca":false},{"name":"Denice Sheehan","is_ca":false},{"name":"Barbara L. Drew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1755384672860718,"gpt":0.5145312673264254,"spread":0.3389928000403536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3464979,0.002671615,0.002488204,0.01089757,0.01035898,0.005410253,0.005551705,0.004954061,0.009157525],"category_scores_gemma":[0.2567647,0.002710351,0.002133845,0.005557612,0.01169718,0.01002184,0.01769722,0.004649272,0.002204846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009177984,"about_ca_system_score_gemma":0.02963515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003875496,"about_ca_topic_score_gemma":0.004818134,"domain_scores_codex":[0.532156,0.4317335,0.01230812,0.00595013,0.01413902,0.003713256],"domain_scores_gemma":[0.7291274,0.2178052,0.008727418,0.01118512,0.02923389,0.003921018],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001104775,0.001616152,0.004917131,0.01538355,0.0002971353,0.001004768,0.4325701,0.002141799,0.004242231,0.04531866,0.02026237,0.4711413],"study_design_scores_gemma":[0.003252733,0.005400212,0.01386705,0.04691697,0.0004234077,0.002215532,0.4608197,0.01981781,0.01077236,0.2269337,0.2084361,0.001144598],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09733876,0.006238213,0.6133,0.01770291,0.001495559,0.2371107,0.0005094397,0.0005464526,0.02575796],"genre_scores_gemma":[0.1807737,0.003870489,0.605408,0.004662458,0.0002680245,0.2023459,0.0002104903,0.0001348823,0.00232612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6535021,"threshold_uncertainty_score":0.8058845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128960972","doi":"10.2196/20584","title":"Improving the Safety, Effectiveness, and Efficiency of Clinical Alarm Systems: Simulation-Based Usability Testing of Physiologic Monitors","year":2021,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Sigma Theta Tau International","keywords":"ALARM; Usability; Troubleshooting; Task (project management); Patient safety; Computer science; Medical emergency; Intensive care; Medicine; Human–computer interaction; Health care; Intensive care medicine; Engineering","authors":[{"name":"Azizeh Sowan","is_ca":false},{"name":"Nancy Staggers","is_ca":false},{"name":"Andrea Berndt","is_ca":false},{"name":"Tommye Austin","is_ca":false},{"name":"Charles C. Reed","is_ca":false},{"name":"Ashwin Malshe","is_ca":false},{"name":"Max Kilger","is_ca":false},{"name":"Elma Fonseca","is_ca":false},{"name":"A. Vera","is_ca":false},{"name":"Qian Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08211065181703613,"gpt":0.4257679864906804,"spread":0.3436573346736443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009509915,0.00066177,0.0004582533,0.0005016309,0.0002595913,0.0008442344,0.0005559559,0.0004149359,0.0007730523],"category_scores_gemma":[0.03572878,0.000390212,0.0007651082,0.0002525775,0.0004933376,0.0008366502,0.0008327021,0.0004335309,0.000116265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007186792,"about_ca_system_score_gemma":0.0009389029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00081241,"about_ca_topic_score_gemma":0.001011299,"domain_scores_codex":[0.9937459,0.004395633,0.0007046763,0.0003121732,0.0005838806,0.0002577167],"domain_scores_gemma":[0.9718607,0.02274175,0.002123201,0.0008300504,0.001692873,0.0007514681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01993533,0.05158762,0.4809618,0.003122249,0.0009945593,0.0002979195,0.04262096,0.03425217,0.03783654,0.0005906181,0.001679536,0.3261207],"study_design_scores_gemma":[0.003085277,0.2524221,0.6031067,0.0006275849,0.000931406,0.0005191625,0.00737051,0.09215747,0.03535696,0.0007549859,0.003274968,0.0003928702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986705,0.00001973768,0.0009496722,0.00001503574,0.000002938877,0.0001636401,0.00001050747,0.00001128722,0.0001567531],"genre_scores_gemma":[0.993154,0.00006729166,0.006071083,0.00002013282,0.000006197989,0.000504399,0.0000513149,0.000004733785,0.0001208668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009509915,"threshold_uncertainty_score":0.05029386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224311552","doi":"10.2196/35363","title":"Nurses’ Perspectives on an Electronic Medication Administration Record in Home Health Care: Qualitative Interview Study","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"eHealth; Nursing; Focus group; Qualitative research; Grounded theory; Health care; Transparency (behavior); Medicine; Qualitative property; Psychology; Business; Sociology","authors":[{"name":"Sara Karnehed","is_ca":false},{"name":"Lena‐Karin Erlandsson","is_ca":false},{"name":"Margaretha Norell Pejner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08094441678112585,"gpt":0.5549366345154562,"spread":0.4739922177343303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01907158,0.0005414299,0.0008372404,0.001654994,0.007766072,0.004551103,0.001650653,0.002057569,0.002245329],"category_scores_gemma":[0.02590511,0.0007830618,0.0005049771,0.001812123,0.007023954,0.0038715,0.005232072,0.003179562,0.0003514512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007039725,"about_ca_system_score_gemma":0.005822045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009225705,"about_ca_topic_score_gemma":0.01367757,"domain_scores_codex":[0.9805013,0.01562028,0.0005464151,0.0005756484,0.0009742723,0.001782129],"domain_scores_gemma":[0.9636098,0.02862805,0.002308714,0.0004042309,0.002504905,0.002544303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001670564,0.00002495881,0.001409381,0.00009389501,0.000001997609,0.0004225741,0.995737,0.00002059498,0.0003606373,0.000248735,0.0001463415,0.001517179],"study_design_scores_gemma":[0.000002149346,0.0000274768,0.0006613709,0.0001165228,0.000001429852,0.00009989564,0.9965245,0.00003846027,0.00009612515,0.00005239399,0.002374056,0.000005585228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895565,0.0009991395,0.002140515,0.00257474,0.0001025128,0.0002790021,0.0001022952,0.00001359045,0.004231652],"genre_scores_gemma":[0.9937921,0.001173227,0.001218288,0.000949027,0.00003231275,0.0004430991,0.00005926143,0.00001620227,0.002316392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907158,"threshold_uncertainty_score":0.1008614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408735920","doi":"10.2196/69651","title":"Evaluating Nurses’ Perceptions of Documentation in the Electronic Health Record: Multimethod Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preprint; Documentation; Nursing documentation; Electronic health record; Nursing research; Psychology; Nursing; Medicine; Computer science; World Wide Web; Health care; Political science","authors":[{"name":"Deborah Jacques","is_ca":false},{"name":"John Will","is_ca":false},{"name":"Denise Dauterman","is_ca":false},{"name":"Kathleen Evanovich Zavotsky","is_ca":false},{"name":"Barbara Delmore","is_ca":false},{"name":"Glenn Doty","is_ca":false},{"name":"Kerry O'Brien","is_ca":false},{"name":"Lisa Groom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07758754688318147,"gpt":0.6065290170664634,"spread":0.528941470183282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03687173,0.0003974623,0.0008116033,0.003360835,0.001475402,0.001883992,0.0007925392,0.0005508347,0.001247549],"category_scores_gemma":[0.0387576,0.0004228433,0.001391551,0.002621733,0.001184563,0.001486268,0.002914122,0.0006295294,0.0001975578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303554,"about_ca_system_score_gemma":0.003384978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050486,"about_ca_topic_score_gemma":0.004012896,"domain_scores_codex":[0.9709453,0.01784668,0.003734562,0.001219717,0.005462582,0.0007912024],"domain_scores_gemma":[0.9656025,0.02051196,0.006218163,0.001582978,0.005435788,0.0006485542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004633005,0.001268178,0.7955719,0.0009516673,0.0004518122,0.0001405851,0.08761504,0.0004456512,0.001749714,0.0003923982,0.0008468992,0.1101029],"study_design_scores_gemma":[0.0001204666,0.002550245,0.8806242,0.0005819718,0.0001985104,0.0002670885,0.1047914,0.003385297,0.00196625,0.0005962707,0.004842555,0.00007565724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943948,0.0001962977,0.003107482,0.00009442469,0.0000149729,0.0009762114,0.0001794573,0.0000109702,0.001025542],"genre_scores_gemma":[0.9763561,0.0002969925,0.01607993,0.0001413917,0.00001808152,0.006157415,0.0003543278,0.00001130496,0.0005843581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03687173,"threshold_uncertainty_score":0.1949987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}