{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":990,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":990,"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":"154ca072f5e5","filters":{"venue":"Studies in health technology and informatics"}},"results":[{"id":"W2403932998","doi":"10.3233/978-1-61499-289-9-367","title":"Comparing Approaches to Measuring the Adoption and Usability of Electronic Health Records: Lessons Learned from Canada, Denmark and Finland","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":249,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; Island Health","funders":"","keywords":"Usability; Health records; Web usability; Health information technology; Business; Variety (cybernetics); Health care; World Wide Web; Knowledge management; Computer science; Political science","authors":[{"name":"André Kushniruk","is_ca":true},{"name":"Johanna Kaipio","is_ca":false},{"name":"Marko Nieminen","is_ca":false},{"name":"Elizabeth M. Borycki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2974405950842617,"gpt":0.4076184854822015,"spread":0.1101778903979398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08278756,0.0009814898,0.002343261,0.007221904,0.009397978,0.009515185,0.002802947,0.00155559,0.0006544504],"category_scores_gemma":[0.1105484,0.0008664581,0.001732926,0.01209986,0.0033792,0.003461798,0.006180509,0.002469199,0.0001141958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08810259,"about_ca_system_score_gemma":0.140462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9672659,"about_ca_topic_score_gemma":0.982475,"domain_scores_codex":[0.9317848,0.02558232,0.008989293,0.003510273,0.02467819,0.005455112],"domain_scores_gemma":[0.8185512,0.0704831,0.00619355,0.003912877,0.09435426,0.006505031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001796364,0.0008813116,0.5087323,0.005164707,0.001247642,0.001263794,0.1717009,0.004496189,0.001546114,0.01464233,0.004814167,0.2837141],"study_design_scores_gemma":[0.0003742412,0.000983387,0.7528011,0.01102656,0.001444133,0.0005085202,0.1806463,0.005328082,0.004408767,0.003004407,0.03869681,0.0007778222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930253,0.02820797,0.005810835,0.004881917,0.0002834689,0.001052826,0.0007822969,0.00004514775,0.02868256],"genre_scores_gemma":[0.9688236,0.01029654,0.01636418,0.001136162,0.00003931156,0.0005057855,0.0008911946,0.00007389211,0.001869385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08810259,"threshold_uncertainty_score":0.639232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401682204","doi":"10.3233/978-1-61499-635-4-139","title":"Participatory Design, User Involvement and Health IT Evaluation","year":2016,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Participatory design; Computer science; Context (archaeology); Knowledge management; Citizen journalism; Information system; Systems design; Human–computer interaction; World Wide Web; Engineering; Software engineering","authors":[{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3062943397671689,"gpt":0.4044503961105285,"spread":0.09815605634335961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3082509,0.001391257,0.001265048,0.003966925,0.008180951,0.009733811,0.003062045,0.004639258,0.006517171],"category_scores_gemma":[0.2699224,0.001164937,0.0009552335,0.00338801,0.01687666,0.006601419,0.01157216,0.003010472,0.0006303762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008780097,"about_ca_system_score_gemma":0.02031257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465445,"about_ca_topic_score_gemma":0.003223636,"domain_scores_codex":[0.3486228,0.6237352,0.006039599,0.004118983,0.01469718,0.002786357],"domain_scores_gemma":[0.5408645,0.4000641,0.01305186,0.02067604,0.02163875,0.00370464],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001427211,0.001783492,0.01122843,0.007822385,0.0003311868,0.0009184151,0.2353814,0.005854947,0.002833602,0.3153834,0.008953915,0.4080816],"study_design_scores_gemma":[0.002603135,0.01017757,0.01364128,0.0144842,0.000642769,0.00135546,0.1857507,0.01736432,0.01466556,0.4652626,0.273517,0.0005353727],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1699324,0.007940443,0.5458999,0.03628701,0.001417181,0.04805052,0.0003907907,0.0004534003,0.1896285],"genre_scores_gemma":[0.7203761,0.001826308,0.2292803,0.003167642,0.0001747695,0.0371969,0.0001031568,0.0001118551,0.007762988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6917491,"threshold_uncertainty_score":0.8530498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605136077","doi":"10.3233/978-1-61499-742-9-13","title":"Your Health Care May Kill You: Medical Errors","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Computer science; Medical emergency; Medicine; Political science","authors":[{"name":"James G. Anderson","is_ca":false},{"name":"Kathleen Abrahamson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1580931251890348,"gpt":0.5340089671900072,"spread":0.3759158420009724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231758,0.000358758,0.0002599003,0.0009526132,0.001319776,0.002137017,0.0006356206,0.002120562,0.006098874],"category_scores_gemma":[0.02246857,0.0002489839,0.0006710875,0.001221374,0.001412624,0.002508928,0.002035507,0.001107184,0.0008104966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676701,"about_ca_system_score_gemma":0.002573895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019855,"about_ca_topic_score_gemma":0.01243706,"domain_scores_codex":[0.9958299,0.002663514,0.0001820662,0.0002353307,0.0008429574,0.000246169],"domain_scores_gemma":[0.9835709,0.008555371,0.004771441,0.0009011884,0.001386535,0.0008145966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000497275,0.001044776,0.647113,0.0007254281,0.0003996227,0.001405995,0.007158673,0.02553478,0.0006881058,0.02969503,0.04905901,0.2366782],"study_design_scores_gemma":[0.0004423208,0.003847004,0.530248,0.003018791,0.000851515,0.006429875,0.05036769,0.1350363,0.00448272,0.08917291,0.1755319,0.0005708444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.84813,0.004316858,0.01510887,0.09085292,0.0006072243,0.0003413995,0.001866519,0.0006443785,0.03813174],"genre_scores_gemma":[0.98812,0.001768266,0.004873857,0.002686471,0.00009868427,0.00005003947,0.0002704546,0.00001345699,0.002118915],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01019855,"threshold_uncertainty_score":0.02040273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2412875092","doi":"10.3233/978-1-60750-949-3-736","title":"Comparison of Machine Learning Techniques with Classical Statistical Models in Predicting Health Outcomes","year":2004,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Logistic regression; Perceptron; Multilayer perceptron; Machine learning; Artificial intelligence; Support vector machine; Artificial neural network; Computer science; Sample (material); Population; Data mining; Medicine; Environmental health","authors":[{"name":"Arnold Mitnitski","is_ca":false},{"name":"Jafna L. Cox","is_ca":false},{"name":"Kenneth Rockwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2178134437015855,"gpt":0.546464264265972,"spread":0.3286508205643866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126942,0.001344978,0.001003373,0.003849007,0.0002879468,0.001142908,0.001206192,0.001122469,0.0008013085],"category_scores_gemma":[0.02976651,0.0002816211,0.001063736,0.003048744,0.0004538413,0.002401877,0.001113923,0.001119032,0.0004519644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006262834,"about_ca_system_score_gemma":0.0006858211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032505,"about_ca_topic_score_gemma":0.002831955,"domain_scores_codex":[0.9932648,0.004183198,0.0004211746,0.0005170735,0.001463894,0.0001499316],"domain_scores_gemma":[0.9592285,0.03658963,0.0007960192,0.001005155,0.002167058,0.0002136617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00205818,0.0007722839,0.03928958,0.001080875,0.00181333,0.0001614535,0.0002416957,0.3489683,0.001349787,0.005626335,0.002771747,0.5958664],"study_design_scores_gemma":[0.00006740251,0.0004893707,0.005103466,0.00005034297,0.00009172547,0.00005706303,0.00006766109,0.9887085,0.0005198238,0.004253838,0.000570624,0.00002023402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3528895,0.01624599,0.6184992,0.002325172,0.0005711937,0.0003050087,0.000768107,0.002004921,0.006390837],"genre_scores_gemma":[0.7583917,0.005122787,0.2333222,0.0003443755,0.0004165132,0.0001888334,0.000729696,0.0001020273,0.001381857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0126942,"threshold_uncertainty_score":0.06713414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766845479","doi":"10.3233/978-1-61499-790-0-263","title":"Shared Decision Making Interventions: Theoretical and Empirical Evidence with Implications for Health Literacy","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychological intervention; Health literacy; Empirical evidence; Literacy; Empirical research; Psychology; Computer science; Management science; Knowledge management; Health care; Political science; Epistemology; Economics; Psychiatry; Pedagogy","authors":[{"name":"Dawn Stacey","is_ca":true},{"name":"Sophie Hill","is_ca":false},{"name":"Kirsten McCaffery","is_ca":false},{"name":"Laura Boland","is_ca":true},{"name":"Krystina B. Lewis","is_ca":true},{"name":"Lidia Horvat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2808839223488143,"gpt":0.6275372086699523,"spread":0.346653286321138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02401045,0.001020703,0.001786229,0.002815436,0.001390483,0.004097347,0.002507291,0.002528889,0.01406198],"category_scores_gemma":[0.1059519,0.0006359627,0.001798945,0.003271163,0.003928878,0.005587323,0.003750306,0.003339936,0.0007324964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004387029,"about_ca_system_score_gemma":0.006918477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673317,"about_ca_topic_score_gemma":0.003467695,"domain_scores_codex":[0.9755146,0.01848722,0.001249391,0.0007596825,0.003413657,0.0005753488],"domain_scores_gemma":[0.7267845,0.2631438,0.005407631,0.001459453,0.002001591,0.001203004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001152667,0.006319647,0.006208967,0.05410878,0.0008905618,0.0001661414,0.006135701,0.001396038,0.0001335696,0.04201712,0.002644937,0.8788257],"study_design_scores_gemma":[0.007011488,0.01453101,0.05743909,0.4856339,0.005167293,0.001740978,0.02726351,0.01267579,0.003191021,0.229469,0.1555172,0.0003597993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1584092,0.7193261,0.01610895,0.02930249,0.001028546,0.005500032,0.0004298601,0.000120574,0.0697742],"genre_scores_gemma":[0.5270518,0.4132047,0.0391188,0.008158782,0.0005684532,0.00943965,0.0002782212,0.00005870151,0.002120829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02401045,"threshold_uncertainty_score":0.1269809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W178654588","doi":"10.3233/978-1-60750-949-3-1101","title":"Reasons for Physician Non-Adherence to Electronic Drug Alerts","year":2004,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Drug; Medical emergency; Computer science; Medicine; Pharmacology","authors":[{"name":"Laurel Taylor","is_ca":true},{"name":"Robyn Tamblyn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0640733048583868,"gpt":0.4659354440334971,"spread":0.4018621391751103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006478048,0.0002290918,0.0003297435,0.001073658,0.0005368538,0.0007107384,0.000557601,0.0009410981,0.002097398],"category_scores_gemma":[0.07360723,0.0002319114,0.0004441695,0.0009370752,0.0003760757,0.0005840646,0.0009438598,0.001055555,0.0002995052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006289719,"about_ca_system_score_gemma":0.001203477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552124,"about_ca_topic_score_gemma":0.003806398,"domain_scores_codex":[0.9841876,0.005974217,0.002688739,0.000877924,0.005479876,0.0007916416],"domain_scores_gemma":[0.8867298,0.06144308,0.03893645,0.003621599,0.007236158,0.002032882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000163575,0.0001460453,0.9550098,0.0001614793,0.0000672226,0.0005950901,0.001126704,0.0001645487,0.0005467396,0.00007108416,0.0009634531,0.04098419],"study_design_scores_gemma":[0.00002378661,0.0002860706,0.9903059,0.0001999216,0.00006237345,0.002956886,0.001461189,0.001046572,0.0009825424,0.0001785294,0.002475201,0.00002102834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925764,0.0009957576,0.001198504,0.00333045,0.00003269132,0.0001155459,0.0002550335,0.00004329075,0.001452351],"genre_scores_gemma":[0.9973533,0.0003394969,0.00110332,0.0005361899,0.00003405474,0.00003227246,0.0001609959,0.000006447922,0.0004339413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006478048,"threshold_uncertainty_score":0.03425956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W203261138","doi":"10.3233/978-1-61499-289-9-657","title":"CONSORT-EHEALTH: Implementation of a Checklist for Authors and Editors to Improve Reporting of Web-Based and Mobile Randomized Controlled Trials","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Checklist; eHealth; Consolidated Standards of Reporting Trials; Randomized controlled trial; Computer science; Web application; World Wide Web; Medicine; Psychology; Health care; Internal medicine; Political science","authors":[{"name":"Günther Eysenbach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07513820285489914,"gpt":0.5093643253013682,"spread":0.4342261224464691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6681056,0.007983635,0.0120459,0.02839145,0.006462152,0.01418469,0.01039129,0.01518222,0.01558785],"category_scores_gemma":[0.7930509,0.01074354,0.01666717,0.02384549,0.01177364,0.01438986,0.01163442,0.023403,0.01007035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01231836,"about_ca_system_score_gemma":0.0527048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473812,"about_ca_topic_score_gemma":0.003094943,"domain_scores_codex":[0.185068,0.5409278,0.2377401,0.007198301,0.02556213,0.003503711],"domain_scores_gemma":[0.09174389,0.5901373,0.1188631,0.05720944,0.1366573,0.005389077],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008178964,0.001155474,0.007166741,0.1570124,0.005435836,0.0009603673,0.01287742,0.004644,0.003274668,0.01978732,0.4724386,0.3070683],"study_design_scores_gemma":[0.03678681,0.003226431,0.02343197,0.1620426,0.004009327,0.002187814,0.00685901,0.02768523,0.01440682,0.06407044,0.6524647,0.002828828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.005222124,0.005201723,0.3368918,0.03254176,0.02136916,0.5658047,0.01237004,0.01618992,0.004408775],"genre_scores_gemma":[0.007469728,0.001456202,0.3365098,0.003694749,0.00125107,0.6453572,0.002413799,0.0009548876,0.0008927029],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3318944,"threshold_uncertainty_score":0.4092849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W19161518","doi":"10.3233/978-1-60750-018-6-94","title":"Virtual Reality Environments to Enhance Upper Limb Functional Recovery in Patients with Hemiparesis","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Virtual reality; Hemiparesis; Rehabilitation; Task (project management); Physical medicine and rehabilitation; Retraining; Computer science; Haptic technology; Trunk; Human–computer interaction; Simulation; Psychology; Medicine; Physical therapy; Engineering","authors":[{"name":"Mindy F. Levin","is_ca":true},{"name":"Eliane Cristina Magdalon","is_ca":false},{"name":"Sandeep Subramanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01617812866061506,"gpt":0.3124087384474773,"spread":0.2962306097868622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872476,0.0002913751,0.0003048044,0.0002847022,0.0001448381,0.0003339951,0.0001517762,0.0002162401,0.002447526],"category_scores_gemma":[0.001274027,0.00008412141,0.0002684508,0.0001520477,0.0001701488,0.0002297909,0.0003580557,0.0002286525,0.0003358781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006770191,"about_ca_system_score_gemma":0.0001066584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002588473,"about_ca_topic_score_gemma":0.0006265195,"domain_scores_codex":[0.9998299,0.00009328623,0.00001366112,0.00001160101,0.00002371703,0.00002775421],"domain_scores_gemma":[0.9998162,0.00009082218,0.00002580992,0.00001088786,0.00001313812,0.00004304414],"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":[0.01027837,0.01382033,0.01013692,0.001691442,0.0005653306,0.001894007,0.002268518,0.004759349,0.03705882,0.001156849,0.007121031,0.9092491],"study_design_scores_gemma":[0.01306767,0.1824948,0.6091624,0.001427797,0.003097643,0.01682464,0.005954383,0.03035508,0.05251754,0.008188858,0.07632661,0.0005824979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891339,0.001976955,0.004136642,0.0003308874,0.00006778853,0.000103332,0.00007943335,0.0002322558,0.003938745],"genre_scores_gemma":[0.9940585,0.001139695,0.0038148,0.000114937,0.00003297559,0.00008178156,0.00007633639,0.000008370519,0.000672787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447526,"threshold_uncertainty_score":0.008187771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036620451","doi":"10.3233/shti200312","title":"Investigating the Barriers to Physician Adoption of an Artificial Intelligence- Based Decision Support System in Emergency Care: An Interpretative Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Workflow; Health care; Knowledge management; Context (archaeology); GRASP; Decision support system; Clinical decision support system; Process management; Computer science; Psychology; Artificial intelligence; Business; Political science","authors":[{"name":"Cécile Petitgand","is_ca":true},{"name":"Aude Motulsky","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true},{"name":"Catherine Régis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1974765307705576,"gpt":0.500128356045914,"spread":0.3026518252753564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02875254,0.0003650329,0.0006430831,0.001593147,0.006852343,0.004111509,0.00156189,0.001967645,0.002395463],"category_scores_gemma":[0.05238225,0.0007953864,0.0003750667,0.001533086,0.009273874,0.003751855,0.003237325,0.00311152,0.0002532884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009022931,"about_ca_system_score_gemma":0.008826969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345562,"about_ca_topic_score_gemma":0.02807139,"domain_scores_codex":[0.9779851,0.01764225,0.0006122832,0.0007235333,0.001364611,0.001672145],"domain_scores_gemma":[0.9165916,0.06887434,0.005236745,0.001093699,0.005301383,0.002902256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003360417,0.0001064406,0.008503221,0.0001374841,0.000006243159,0.0004553201,0.986374,0.00004460859,0.0005251905,0.0009765683,0.0002918694,0.002545398],"study_design_scores_gemma":[0.000005246995,0.00009703734,0.002703312,0.0001201312,0.000004563218,0.0001109657,0.9942099,0.0001570122,0.0002172111,0.0001634093,0.002199854,0.00001147367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941477,0.0002313361,0.001356509,0.002467802,0.00001791266,0.0001419243,0.00007172256,0.00000546766,0.001559752],"genre_scores_gemma":[0.9967361,0.0004302679,0.000883905,0.0009708311,0.000008299303,0.0001675825,0.000026894,0.00001038584,0.0007656461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02875254,"threshold_uncertainty_score":0.1520599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185637577","doi":"10.3233/978-1-60750-928-8-1440","title":"What Do Patients Do with Access to Their Medical Records?","year":2001,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; York University","funders":"U.S. National Library of Medicine","keywords":"Medical record; Computer science; Medical emergency; Internet privacy; Medicine; Internal medicine","authors":[{"name":"James J. Cimino","is_ca":false},{"name":"Vimla L. Patel","is_ca":false},{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09098966623580614,"gpt":0.408216556259045,"spread":0.3172268900232389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007508904,0.000202529,0.0005819325,0.001508608,0.002353087,0.004993964,0.0008219676,0.003366974,0.003738717],"category_scores_gemma":[0.100694,0.0003255376,0.0004311853,0.00194754,0.003839463,0.009777983,0.001813394,0.002237333,0.0007015209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360903,"about_ca_system_score_gemma":0.002406275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570565,"about_ca_topic_score_gemma":0.006655259,"domain_scores_codex":[0.988201,0.006782672,0.0008649259,0.0007044426,0.002668989,0.0007779961],"domain_scores_gemma":[0.9416189,0.02930223,0.0175303,0.002023255,0.003981367,0.005543917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000244299,0.0003064381,0.7212458,0.0006311217,0.0002039265,0.001444095,0.05228325,0.0001156102,0.0002876687,0.004633663,0.01527427,0.2033298],"study_design_scores_gemma":[0.0001219429,0.001196312,0.5603391,0.002293335,0.0003296802,0.01596341,0.2916742,0.0008690701,0.0006294286,0.02331273,0.1030513,0.0002195203],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7221915,0.01839723,0.001578092,0.2128661,0.0005622655,0.00006577848,0.0004373694,0.0000551755,0.04384645],"genre_scores_gemma":[0.9781373,0.00738476,0.0007922888,0.01188627,0.0003904299,0.00002830202,0.0001245255,0.00001303488,0.001243059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007508904,"threshold_uncertainty_score":0.03971136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397977936","doi":"10.3233/978-1-60750-938-7-379","title":"Transatlantic Medical Education: Preliminary Data on Distance-based High-fidelity Human Patient Simulation Training","year":2003,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Integrated Services Digital Network; Videoconferencing; Internet access; Session (web analytics); The Internet; Multimedia; Telecommunications; World Wide Web","authors":[{"name":"Dag K.J.E. Von Lubitz","is_ca":false},{"name":"Benjamin Carrasco","is_ca":false},{"name":"Francesco Gabbrielli","is_ca":false},{"name":"Timm Ludwig","is_ca":false},{"name":"Howard B. Levine","is_ca":false},{"name":"Frédéric Patricelli","is_ca":false},{"name":"Caleb Poirier","is_ca":false},{"name":"Simon Richir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.135164931592507,"gpt":0.4553370155977376,"spread":0.3201720840052307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008372227,0.0004358767,0.0004062899,0.00179676,0.0003953053,0.001235036,0.0009403102,0.0009706297,0.005625022],"category_scores_gemma":[0.04198424,0.0001943076,0.0004210309,0.002347976,0.0006435019,0.001036379,0.001206939,0.0005481544,0.001289923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017062,"about_ca_system_score_gemma":0.001373264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009372217,"about_ca_topic_score_gemma":0.01160564,"domain_scores_codex":[0.9902849,0.00417729,0.001139111,0.0008196082,0.003030066,0.0005490938],"domain_scores_gemma":[0.9180439,0.04468685,0.01001733,0.005778718,0.01690689,0.004566438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002849954,0.003526673,0.7925985,0.001444912,0.0003183282,0.0003158753,0.009739963,0.002087487,0.003058436,0.0006404328,0.001488346,0.181931],"study_design_scores_gemma":[0.00003367598,0.005401861,0.9836138,0.0002368095,0.00006618852,0.0002757847,0.003182022,0.0005389725,0.00181869,0.00005239929,0.004749061,0.00003072456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885715,0.001024799,0.0009676467,0.0001620635,0.00002027023,0.0001242155,0.001542775,0.00003496811,0.007551918],"genre_scores_gemma":[0.9949148,0.0007580162,0.0008078261,0.0001056088,0.00001435641,0.00009985676,0.001885225,0.00001686483,0.001397489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009372217,"threshold_uncertainty_score":0.04427713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W161355807","doi":"10.3233/978-1-60750-806-9-915","title":"Emerging Approaches to Usability Evaluation of Health Information Systems: Towards In-Situ Analysis of Complex Healthcare Systems and Environments","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; Summative assessment; Formative assessment; USable; Computer science; Health care; Usability engineering; Information system; Usability goals; Knowledge management; Process management; Human–computer interaction; Engineering; Multimedia; Psychology","authors":[{"name":"André Kushniruk","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"Shigeki Kuwata","is_ca":false},{"name":"Joseph Kannry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4341264993934686,"gpt":0.4724094887528153,"spread":0.03828298935934671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07653757,0.003104879,0.002313586,0.01002782,0.002952531,0.0158634,0.005839427,0.004220018,0.003864612],"category_scores_gemma":[0.1286853,0.001511041,0.001614357,0.005221349,0.01689134,0.01277217,0.007166245,0.003419791,0.0007026591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006076465,"about_ca_system_score_gemma":0.004841693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796166,"about_ca_topic_score_gemma":0.002507575,"domain_scores_codex":[0.8384644,0.1282736,0.007858422,0.005914227,0.01840919,0.001080215],"domain_scores_gemma":[0.7833016,0.1639515,0.0115251,0.01346954,0.02602008,0.001732062],"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":[0.0004403539,0.002384116,0.02364044,0.02189138,0.0009343035,0.0005504099,0.1350727,0.00898681,0.0247273,0.1693611,0.005098337,0.6069127],"study_design_scores_gemma":[0.0005705865,0.003259632,0.03825322,0.01378428,0.0007556116,0.002241076,0.1672656,0.08122992,0.03632084,0.580963,0.07455163,0.0008046444],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05604155,0.008231862,0.90255,0.005241152,0.0002682414,0.002536385,0.000206906,0.0006392092,0.02428476],"genre_scores_gemma":[0.3678216,0.003611713,0.6194962,0.0008918085,0.0001749689,0.005386393,0.0002666789,0.0002189482,0.002131731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07653757,"threshold_uncertainty_score":0.4047742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066765478","doi":"10.3233/978-1-60750-017-9-40","title":"Scientific Evidence for the Effectiveness of Virtual Reality for Pain Reduction in Adults with Acute or Chronic Pain","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Acute pain; Medicine; Physical therapy; Randomized controlled trial; Virtual reality; Chronic pain; Intervention (counseling); Clinical trial; Pain management; Systematic review; MEDLINE; Surgery; Anesthesia; Computer science; Nursing; Internal medicine","authors":[{"name":"Shahnaz Shahrbanian","is_ca":true},{"name":"Xiaoli Ma","is_ca":true},{"name":"Nicol Korner‐Bitensky","is_ca":true},{"name":"Maureen J. Simmonds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05452562681916894,"gpt":0.4014900536646038,"spread":0.3469644268454348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03196637,0.001197469,0.007135411,0.009647437,0.0007275323,0.004217472,0.00235388,0.00369169,0.01208167],"category_scores_gemma":[0.1660023,0.001213568,0.009324088,0.005316982,0.001599345,0.002491515,0.001660702,0.002407076,0.0007028506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054439,"about_ca_system_score_gemma":0.007182541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376632,"about_ca_topic_score_gemma":0.008644415,"domain_scores_codex":[0.9653807,0.01676364,0.01111702,0.001251342,0.005137699,0.000349492],"domain_scores_gemma":[0.778423,0.1883949,0.02025291,0.001742482,0.01030826,0.0008783626],"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":[0.001357992,0.0001469253,0.002326543,0.8347566,0.02366984,0.0001702638,0.0002997994,0.0003106212,0.0005177555,0.000868456,0.001302595,0.1342727],"study_design_scores_gemma":[0.002536796,0.002399859,0.01565908,0.8561687,0.1013053,0.0007521598,0.0006974562,0.0003613929,0.0006928187,0.001635859,0.0176986,0.00009181118],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003350669,0.9922011,0.000590808,0.001481309,0.0003605784,0.0003062064,0.0002636368,0.000009520565,0.001436137],"genre_scores_gemma":[0.07719719,0.9129711,0.005675585,0.002120261,0.0006995777,0.0007183922,0.0004068496,0.00001271934,0.0001983106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03196637,"threshold_uncertainty_score":0.1690564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786175694","doi":"10.3233/978-1-61499-830-3-178","title":"Are Health Literacy and eHealth Literacy the Same or Different?","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"eHealth; Health literacy; Literacy; Computer science; Psychology; Political science; Health care; Pedagogy","authors":[{"name":"Helen Monkman","is_ca":true},{"name":"André Kushniruk","is_ca":true},{"name":"Jeff Barnett","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"Leigh Greiner","is_ca":false},{"name":"Debra Sheets","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1233433535428067,"gpt":0.5275199610909712,"spread":0.4041766075481645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007631459,0.0002621433,0.0007991426,0.002789473,0.0005621352,0.003481969,0.001210666,0.001847129,0.004876033],"category_scores_gemma":[0.05374591,0.0003904529,0.0008467339,0.002654752,0.005378692,0.005350922,0.001945709,0.001670956,0.0006560451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203528,"about_ca_system_score_gemma":0.001739874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654939,"about_ca_topic_score_gemma":0.00370102,"domain_scores_codex":[0.9923719,0.003439022,0.0006172607,0.001164181,0.001516106,0.0008914854],"domain_scores_gemma":[0.9594706,0.02426426,0.01054905,0.0009706354,0.002766186,0.00197926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002319088,0.0002372929,0.8555723,0.0006552499,0.0004552026,0.0003463698,0.004787677,0.0001261175,0.0003483371,0.01312318,0.001763005,0.1223533],"study_design_scores_gemma":[0.00003733306,0.0002037454,0.9766393,0.0007194781,0.000150007,0.0004540822,0.00481893,0.0003725953,0.0001829987,0.01424323,0.00213553,0.00004269918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8524672,0.03983406,0.005310725,0.05005641,0.0006824563,0.0001255204,0.0005458958,0.00009037035,0.05088731],"genre_scores_gemma":[0.9922115,0.003573629,0.0008242069,0.002540516,0.0002472047,0.00004282541,0.0001047286,0.000008462921,0.000447004],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007631459,"threshold_uncertainty_score":0.04035956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140563437","doi":"10.3233/978-1-60750-929-5-334","title":"On Defining Metrics for Assessing Laparoscopic Surgical Skills in a Virtual Training Environment","year":2002,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Training (meteorology); Virtual reality; Human–computer interaction; Medical education; Medical physics; Medicine; Geography","authors":[{"name":"Shahram Payandeh","is_ca":true},{"name":"A J Lomax","is_ca":false},{"name":"John C. Dill","is_ca":false},{"name":"Christine L. MacKenzie","is_ca":false},{"name":"Caroline G. L. Cao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09547292790574871,"gpt":0.3889286793375973,"spread":0.2934557514318487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834427,0.002487959,0.001635455,0.007875768,0.001050866,0.005335246,0.002255289,0.002881529,0.001336388],"category_scores_gemma":[0.08919411,0.0005733102,0.001068971,0.005775767,0.003053687,0.009728641,0.002938652,0.002145293,0.000648098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901517,"about_ca_system_score_gemma":0.002088461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817914,"about_ca_topic_score_gemma":0.001872762,"domain_scores_codex":[0.9793254,0.009993861,0.003052008,0.001489261,0.005588223,0.0005512441],"domain_scores_gemma":[0.9384791,0.03661179,0.005718688,0.003273932,0.01462926,0.001287098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002532968,0.0004675296,0.0172728,0.001783155,0.0001637954,0.0002451537,0.00164536,0.1178859,0.01816846,0.3001635,0.008130054,0.5338211],"study_design_scores_gemma":[0.00007742716,0.001865538,0.02281271,0.001551386,0.0001745504,0.001302108,0.001937792,0.5745521,0.02053694,0.3243029,0.05026881,0.0006177002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007206885,0.001315936,0.9875529,0.0003828071,0.00008129865,0.0001951988,0.0001243626,0.0002952871,0.002845448],"genre_scores_gemma":[0.1154903,0.001198504,0.8809834,0.0001290342,0.0001277288,0.0007565987,0.0004105375,0.0001766697,0.0007273118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01834427,"threshold_uncertainty_score":0.0970149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464842491","doi":"10.3233/978-1-60750-949-3-1073","title":"The Relationship of Usability to Medical Error: An Evaluation of Errors Associated with Usability Problems in the Use of a Handheld Application for Prescribing Medications","year":2004,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Usability; Mobile device; Computer science; Human–computer interaction; World Wide Web","authors":[{"name":"André Kushniruk","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":false},{"name":"Joseph Kannry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3703052814372306,"gpt":0.5053221486029276,"spread":0.135016867165697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02552804,0.0008086359,0.0007699505,0.002771614,0.001099596,0.001828163,0.0009407763,0.001138171,0.0009505555],"category_scores_gemma":[0.1742225,0.0004839971,0.001086645,0.001096304,0.001473448,0.001907086,0.001677566,0.001057955,0.000201703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132621,"about_ca_system_score_gemma":0.001461304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513363,"about_ca_topic_score_gemma":0.001999462,"domain_scores_codex":[0.9544368,0.02594604,0.005213806,0.001287642,0.01223085,0.0008848769],"domain_scores_gemma":[0.6611618,0.2715254,0.0265102,0.005730369,0.03217256,0.002899679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004709316,0.005029032,0.5366437,0.004983495,0.0006888712,0.002321057,0.1027066,0.001555236,0.02031928,0.0003420367,0.001128143,0.3195733],"study_design_scores_gemma":[0.0003271917,0.03611319,0.8836806,0.0007918829,0.0006310687,0.004067476,0.04682839,0.006243732,0.01700709,0.0004047656,0.003552311,0.0003522197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956887,0.0002144668,0.002646934,0.00006990788,0.00002187358,0.0004121608,0.00002128922,0.00003938634,0.0008852714],"genre_scores_gemma":[0.9901139,0.0002206754,0.00856225,0.00007662798,0.00003478298,0.0003552208,0.00005364608,0.00002211156,0.0005608223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02552804,"threshold_uncertainty_score":0.1350067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2467065140","doi":"10.3233/978-1-61499-505-0-58","title":"Improving Access to Cardiac Rehabilitation Using the Internet: A Randomized Trial","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Centre for Advancing Health Outcomes; Providence Health Care; University of Northern British Columbia; Simon Fraser University","funders":"Heart and Stroke Foundation of Canada","keywords":"Randomized controlled trial; The Internet; Rehabilitation; Computer science; Medicine; Physical medicine and rehabilitation; Physical therapy; World Wide Web; Internal medicine","authors":[{"name":"Scott A. Lear","is_ca":true},{"name":"Davina Banner","is_ca":true},{"name":"Dan Horvat","is_ca":true},{"name":"Julie E. Park","is_ca":true},{"name":"Joanna Bates","is_ca":true},{"name":"Andrew Ignaszewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1110810619351233,"gpt":0.4643874981479572,"spread":0.3533064362128338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002384349,0.001133816,0.002929279,0.0006474473,0.0005022683,0.001143392,0.001246048,0.002729173,0.007934382],"category_scores_gemma":[0.003513252,0.0006070732,0.002221571,0.000672407,0.001115821,0.001084595,0.0006698839,0.002535297,0.0007089211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006841975,"about_ca_system_score_gemma":0.001158243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282713,"about_ca_topic_score_gemma":0.00159353,"domain_scores_codex":[0.9981675,0.001124319,0.0001737764,0.0002419647,0.0001148802,0.0001776072],"domain_scores_gemma":[0.9977413,0.001044424,0.0004513742,0.0001454902,0.0001068368,0.0005106101],"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":[0.9659756,0.01834024,0.000997997,0.0009943541,0.00120158,0.00003053269,0.00003987462,0.0001639908,0.0004960988,0.00007740357,0.0003181137,0.01136423],"study_design_scores_gemma":[0.9382555,0.05864726,0.001646866,0.00007504669,0.0006914499,0.00001210184,0.00002172622,0.0002795616,0.0001102431,0.00007398162,0.0001796125,0.000006533965],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853263,0.003901698,0.0005450023,0.000653575,0.0006595635,0.007073945,0.0004661536,0.00009012719,0.001283635],"genre_scores_gemma":[0.9788259,0.00258926,0.002061962,0.001083955,0.0008965636,0.01229118,0.0004882974,0.00001270267,0.001750126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007934382,"threshold_uncertainty_score":0.0265432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158631713","doi":"10.3233/978-1-61499-289-9-724","title":"A Health Literacy and Usability Heuristic Evaluation of a Mobile Consumer Health Application","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; Heuristics; Heuristic evaluation; Computer science; Health literacy; Usability inspection; Web usability; Set (abstract data type); Heuristic; Usability engineering; World Wide Web; Human–computer interaction; Health care; Artificial intelligence","authors":[{"name":"Helen Monkman","is_ca":true},{"name":"André Kushniruk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06854511274462627,"gpt":0.4994837277100652,"spread":0.4309386149654389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01706529,0.0006107151,0.0006446271,0.002493965,0.001102108,0.002261038,0.0006540705,0.0009092349,0.001333752],"category_scores_gemma":[0.06902199,0.0004440924,0.0007665298,0.001517701,0.0008593656,0.001175814,0.001034208,0.0006267196,0.0001821582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776895,"about_ca_system_score_gemma":0.003251465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464577,"about_ca_topic_score_gemma":0.006617483,"domain_scores_codex":[0.9808469,0.01255305,0.002165385,0.0006229369,0.003296363,0.0005152928],"domain_scores_gemma":[0.9164111,0.06577069,0.002693015,0.00192018,0.01249451,0.000710489],"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":[0.007399437,0.01228838,0.1279112,0.01223197,0.0006663747,0.001051065,0.05389823,0.02095544,0.04453637,0.01637937,0.006608031,0.6960741],"study_design_scores_gemma":[0.004838227,0.06541624,0.4767017,0.007769309,0.003166352,0.001705697,0.07130202,0.1863289,0.103418,0.01513172,0.06286749,0.001354373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953187,0.0004049435,0.0284975,0.0002835118,0.00003832212,0.007424042,0.0002478048,0.0001722121,0.009744719],"genre_scores_gemma":[0.8451957,0.0002808935,0.1489489,0.0001774117,0.000008531882,0.003963196,0.0002745491,0.00003263774,0.001118163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706529,"threshold_uncertainty_score":0.09025103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W265553462","doi":"10.3233/978-1-61499-505-0-38","title":"Perspectives of Champlain BASE Specialist Physicians: Their Motivation, Experiences and Recommendations for Providing eConsultations to Primary Care Providers","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Champlain Regional College; Bruyère; University of Ottawa","funders":"","keywords":"Referral; Likert scale; Service (business); Primary care; Service provider; Compensation (psychology); Descriptive statistics; Medicine; Nursing; Family medicine; Medical education; Business; Psychology; Marketing","authors":[{"name":"Paul Drosinis","is_ca":true},{"name":"Amir Afkham","is_ca":true},{"name":"Clare Liddy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07925681017395804,"gpt":0.3387091980159357,"spread":0.2594523878419777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003432143,0.0001412572,0.0002300943,0.0006001994,0.004402861,0.003217502,0.0005233111,0.001013346,0.003822802],"category_scores_gemma":[0.01414831,0.0002554729,0.000170457,0.001021798,0.001689953,0.001040619,0.001307149,0.001075934,0.0002817494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007008603,"about_ca_system_score_gemma":0.01056752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2191504,"about_ca_topic_score_gemma":0.386807,"domain_scores_codex":[0.9970002,0.001186328,0.0001283432,0.0001554358,0.000796897,0.0007327566],"domain_scores_gemma":[0.9860104,0.005696742,0.001767815,0.0001408273,0.002033894,0.004350218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001156384,0.0002131579,0.2372474,0.0002935431,0.00001968902,0.003938646,0.7037811,0.0001029555,0.001756757,0.0007217631,0.01962654,0.03218288],"study_design_scores_gemma":[0.00002669948,0.0002195593,0.1745435,0.000376369,0.00001381954,0.001852545,0.7844033,0.0003462758,0.0002729966,0.0002062852,0.03768138,0.00005727137],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832854,0.0006042888,0.0001281274,0.009765473,0.00003260164,0.0000349833,0.0001211738,0.000008112032,0.006019944],"genre_scores_gemma":[0.9919932,0.0007932906,0.00036249,0.003666891,0.00004294598,0.00002481478,0.00007722246,0.000007811868,0.003031344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7808496,"threshold_uncertainty_score":0.4357495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083140371","doi":"10.3233/978-1-61499-951-5-103","title":"ICT-Based Interventions for Women Experiencing Intimate Partner Violence: Research Needs in Usability and Mental Health","year":2019,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"CINAHL; Domestic violence; Information and Communications Technology; PsycINFO; Usability; Psychological intervention; Inclusion (mineral); Mental health; Systematic review; Medicine; Poison control; Psychology; Suicide prevention; MEDLINE; Nursing; Medical emergency; Computer science; Psychiatry; Social psychology; Political science; World Wide Web","authors":[{"name":"Manpreet Layal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1300636443868971,"gpt":0.5042089214255063,"spread":0.3741452770386092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04265676,0.0008674167,0.004733385,0.005213296,0.001550775,0.00682767,0.001725425,0.003484658,0.009295453],"category_scores_gemma":[0.129387,0.0007807293,0.003510444,0.006092551,0.002837288,0.0102621,0.003434991,0.002976195,0.0006001013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006259551,"about_ca_system_score_gemma":0.02752355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009128,"about_ca_topic_score_gemma":0.01563131,"domain_scores_codex":[0.9754353,0.01652069,0.003515789,0.0006804325,0.00247182,0.001375987],"domain_scores_gemma":[0.7250312,0.2509867,0.006981988,0.002690526,0.01245722,0.001852313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003145681,0.0007741678,0.004369023,0.2984666,0.0008467048,0.0001888958,0.008299568,0.0002542875,0.000337585,0.006792887,0.006043848,0.6733119],"study_design_scores_gemma":[0.0003822488,0.002146329,0.02182113,0.8636194,0.003666846,0.0006060068,0.0280799,0.0005037794,0.0004642176,0.01285876,0.06573822,0.0001132705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0116603,0.9584207,0.001083513,0.02141538,0.0008073632,0.001204667,0.0002245465,0.00003304287,0.005150458],"genre_scores_gemma":[0.1078529,0.8715514,0.007898452,0.005955358,0.000766844,0.0051964,0.00021239,0.00002493419,0.0005412656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04265676,"threshold_uncertainty_score":0.2255932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2394765012","doi":"10.3233/978-1-61499-022-2-225","title":"Augmented Reality Visualization for Guidance in Neurovascular Surgery","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Neurovascular bundle; Visualization; Computer science; Augmented reality; Computer vision; Software; Artificial intelligence; Computer graphics (images); Neurosurgery; Radiology; Surgery; Medicine","authors":[{"name":"Marta Kersten‐Oertel","is_ca":true},{"name":"Shengcai Chen","is_ca":false},{"name":"Simon Drouin","is_ca":false},{"name":"David S. Sinclair","is_ca":false},{"name":"D. Louis Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0909612598457653,"gpt":0.3977116037615167,"spread":0.3067503439157513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006661964,0.0008154471,0.000503451,0.0006369817,0.0003151075,0.002101879,0.0007024612,0.001346219,0.00533599],"category_scores_gemma":[0.002074567,0.0004705702,0.000639231,0.0007554931,0.0007227134,0.001118068,0.001007141,0.0008405329,0.001373864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704491,"about_ca_system_score_gemma":0.000371686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131522,"about_ca_topic_score_gemma":0.001376355,"domain_scores_codex":[0.9991205,0.0003767596,0.00005034693,0.00009385169,0.0003148392,0.00004363169],"domain_scores_gemma":[0.9989329,0.0005997238,0.00007002223,0.0001616478,0.0001925306,0.00004312143],"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":[0.0005053968,0.00007669334,0.0006942186,0.001459668,0.0000882225,0.0007361441,0.001327475,0.02640413,0.1040604,0.04038796,0.01153594,0.8127238],"study_design_scores_gemma":[0.0002523052,0.001319069,0.00829793,0.001343072,0.0003621937,0.00804711,0.0009046673,0.4266475,0.1260994,0.07475658,0.3513781,0.0005920456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0177684,0.0166275,0.9481272,0.001027592,0.0003723885,0.00009889546,0.0002060064,0.002332103,0.01343995],"genre_scores_gemma":[0.3451582,0.01513178,0.6301195,0.0003861187,0.0003275189,0.000154954,0.0003246818,0.0003738024,0.008023414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00533599,"threshold_uncertainty_score":0.01785064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405456518","doi":"10.3233/978-1-61499-415-2-356","title":"Developing Entry-to-Practice Nursing Informatics Competencies for Registered Nurses","year":2014,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Alberta Health Services; Université de Sherbrooke; University of Victoria; Administrative Sciences Association of Canada; University of Toronto","funders":"","keywords":"Information and Communications Technology; Informatics; Health informatics; Nursing; Work (physics); Health care; Medicine; Healthcare delivery; Information technology; Medical education; Process (computing); Knowledge management; Computer science; Political science; Engineering; Public health","authors":[{"name":"Lynn Nagle","is_ca":true},{"name":"Kristine Crosby","is_ca":true},{"name":"Noreen Frisch","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"Lorie Donelle","is_ca":true},{"name":"Kathryn Hannah","is_ca":true},{"name":"Alexandra Harris","is_ca":true},{"name":"Tracy Shaben","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1816941844237851,"gpt":0.5221225513967885,"spread":0.3404283669730035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006621685,0.0002346433,0.0002341966,0.0007182751,0.002164963,0.002324338,0.0009854062,0.0007586762,0.003277748],"category_scores_gemma":[0.02395342,0.0002060296,0.0003237005,0.0004781047,0.001047184,0.001181754,0.002540631,0.001266459,0.0008045117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008577372,"about_ca_system_score_gemma":0.06885522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229907,"about_ca_topic_score_gemma":0.3645788,"domain_scores_codex":[0.9963413,0.001182332,0.0002387656,0.0001574617,0.001410282,0.000669839],"domain_scores_gemma":[0.9868605,0.003738416,0.001406121,0.0006591394,0.004488623,0.002847217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009585026,0.002117877,0.1108388,0.0008038688,0.00001108352,0.0007381837,0.1695697,0.000565086,0.005083396,0.008896654,0.01753729,0.6837422],"study_design_scores_gemma":[0.0001036725,0.001661412,0.563937,0.002618971,0.00004046308,0.001571586,0.2315367,0.002187112,0.01174851,0.005343162,0.179067,0.0001843927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8687264,0.0008064308,0.009086668,0.005474308,0.0001252249,0.002681524,0.000150528,0.0002583116,0.1126906],"genre_scores_gemma":[0.9152084,0.001183698,0.05549502,0.000830029,0.00002079582,0.0008080217,0.0002492111,0.00002561469,0.02617917],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1229907,"threshold_uncertainty_score":0.2445496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W67748673","doi":"10.3233/978-1-60750-709-3-353","title":"Emergence of a New Consumer Health Informatics Framework: Introducing the Healthcare Organization","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Health informatics; Health care; The Internet; Informatics; Perspective (graphical); Knowledge management; Health information; Business; Internet privacy; Computer science; World Wide Web; Political science","authors":[{"name":"Paulette Reid","is_ca":true},{"name":"Elizabeth M. Borycki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1346091689066462,"gpt":0.4724841744060016,"spread":0.3378750054993555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01118327,0.000639256,0.0005180113,0.004231702,0.004202302,0.01342421,0.001702467,0.006383265,0.003887987],"category_scores_gemma":[0.007930393,0.0005228995,0.00075779,0.002587098,0.03439163,0.01902863,0.006649974,0.006873683,0.0004440863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006967909,"about_ca_system_score_gemma":0.007883294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006355327,"about_ca_topic_score_gemma":0.004849198,"domain_scores_codex":[0.9925354,0.005543746,0.0001989282,0.0004130532,0.0008242971,0.0004846772],"domain_scores_gemma":[0.9865077,0.009595856,0.0006816555,0.0004833029,0.001178788,0.001552686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002086687,0.00006940628,0.002036887,0.00009053398,0.000006535297,0.0002434414,0.0432778,0.0001464742,0.0001360242,0.9391782,0.003764538,0.01102934],"study_design_scores_gemma":[0.0000639054,0.0002055062,0.004437883,0.0008554917,0.00003017261,0.001163462,0.07011274,0.004678385,0.0003186269,0.5390168,0.3790328,0.00008421671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08984198,0.012125,0.1436825,0.4342329,0.002951167,0.0003076886,0.0001731665,0.0003223378,0.3163633],"genre_scores_gemma":[0.8972709,0.006292817,0.05559268,0.02415316,0.002577813,0.0004950294,0.0001149538,0.0001634591,0.0133393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01342421,"threshold_uncertainty_score":0.05914354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W130127737","doi":"10.3233/978-1-60750-709-3-280","title":"Who's Users? Participation and Empowerment in Socio-Technical Approaches to Health IT Developments","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Empowerment; Patient Empowerment; Sociotechnical system; Computer science; Internet privacy; Knowledge management; Political science","authors":[{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.318736374435218,"gpt":0.4478634410488042,"spread":0.1291270666135862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.07068447,0.0006964301,0.0007454203,0.003535812,0.01244264,0.01462054,0.001636608,0.004336508,0.004420654],"category_scores_gemma":[0.06952592,0.0008534043,0.0007469936,0.002171759,0.03927233,0.02450513,0.01745799,0.004158099,0.0004804353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00289299,"about_ca_system_score_gemma":0.004582433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881341,"about_ca_topic_score_gemma":0.001937921,"domain_scores_codex":[0.8524515,0.133922,0.001908463,0.00232618,0.005408616,0.003983278],"domain_scores_gemma":[0.8951892,0.0908975,0.00405864,0.002777237,0.003329141,0.003748303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006141898,0.0001437691,0.01248698,0.0001649005,0.00001793625,0.000240037,0.854176,0.00007554844,0.0003271747,0.09669647,0.0008417535,0.034768],"study_design_scores_gemma":[0.00004767888,0.0002560428,0.007561322,0.0008689745,0.00004156901,0.0006534992,0.8578625,0.0007797763,0.0006345095,0.08296961,0.04826761,0.00005700497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7509544,0.00381512,0.02818379,0.08809971,0.0002719558,0.0003139085,0.00005386148,0.00007323254,0.128234],"genre_scores_gemma":[0.9950247,0.0006955293,0.001409508,0.001044101,0.0000540039,0.0001715373,0.000007675476,0.00001714211,0.001575669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9875574,"threshold_uncertainty_score":0.3738196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991103987","doi":"10.3233/shti190397","title":"Effects of Adult Patient Portals on Patient Empowerment and Health-Related Outcomes: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Patient portal; Empowerment; Randomized controlled trial; Patient Empowerment; Systematic review; Medicine; Health care; Intervention (counseling); MEDLINE; Nursing; Family medicine; Surgery; Political science","authors":[{"name":"Alexander Hoerbst","is_ca":false},{"name":"Stefanie Lannig","is_ca":false},{"name":"Gerhard Mueller","is_ca":false},{"name":"Uwe Siebert","is_ca":false},{"name":"Petra Schnell‐Inderst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0804139606670407,"gpt":0.480720393634524,"spread":0.4003064329674833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00759191,0.00114016,0.005609922,0.005344633,0.0005476486,0.002310871,0.001081959,0.001502193,0.005474597],"category_scores_gemma":[0.03318824,0.000714717,0.006300787,0.006235347,0.0007186126,0.001718306,0.001154016,0.001128408,0.0002971159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475011,"about_ca_system_score_gemma":0.0076217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067382,"about_ca_topic_score_gemma":0.01291649,"domain_scores_codex":[0.9937675,0.002799949,0.001836173,0.0003776712,0.001066039,0.0001525938],"domain_scores_gemma":[0.9725084,0.02222494,0.003278486,0.0002839445,0.001457329,0.0002469184],"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":[0.000381589,0.00004360824,0.0005200416,0.9287448,0.007187638,0.00006180923,0.000160245,0.00006675915,0.0001226725,0.000242612,0.001058103,0.06141019],"study_design_scores_gemma":[0.0005053442,0.0005639364,0.004229918,0.888046,0.08347441,0.00031602,0.0003059247,0.00009825544,0.0002795812,0.0004181011,0.02172754,0.00003488579],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001360983,0.9975702,0.0001205327,0.0001512921,0.0000719244,0.0002533729,0.0001728166,0.000007313522,0.0002914139],"genre_scores_gemma":[0.01682395,0.9816558,0.0005183329,0.0003396235,0.00005518207,0.0003864448,0.0001125743,0.000003904061,0.0001041623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00759191,"threshold_uncertainty_score":0.04015028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419190659","doi":"10.3233/978-1-61499-574-6-26","title":"The Consumer Health Information System Adoption Model","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"eHealth; Usability; Health literacy; Literacy; Knowledge management; Business; Affect (linguistics); Marketing; Computer science; Psychology; Health care; Human–computer interaction","authors":[{"name":"Helen Monkman","is_ca":true},{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1210753574329634,"gpt":0.457128776393679,"spread":0.3360534189607157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004140198,0.0010989,0.0005420956,0.003011656,0.0009466255,0.002799562,0.001808532,0.002698742,0.009243929],"category_scores_gemma":[0.01202745,0.0005187599,0.0009342302,0.003509247,0.001994431,0.004178145,0.002040118,0.002146947,0.001485933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476502,"about_ca_system_score_gemma":0.003671464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051561,"about_ca_topic_score_gemma":0.00631187,"domain_scores_codex":[0.9961686,0.001743186,0.000227294,0.0003846885,0.00114943,0.0003268529],"domain_scores_gemma":[0.9911059,0.006032261,0.0007509307,0.0002658117,0.001494269,0.0003508993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003447992,0.001375099,0.1186693,0.0007950154,0.0003338349,0.001424535,0.01320424,0.02267693,0.001269652,0.7101063,0.01115873,0.1186415],"study_design_scores_gemma":[0.0006329149,0.00208291,0.1108739,0.001312007,0.0005789329,0.002735022,0.01097248,0.3579212,0.001178306,0.4094606,0.1018941,0.0003575002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4602784,0.002257407,0.2662659,0.02748129,0.0002822286,0.005062663,0.00425101,0.001066478,0.2330547],"genre_scores_gemma":[0.9487028,0.001516489,0.03485768,0.001021712,0.00008292236,0.002635208,0.001101769,0.00004530897,0.01003622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051561,"threshold_uncertainty_score":0.03092402,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786708155","doi":"10.3233/978-1-61499-830-3-122","title":"E-Health Literacy and Health Information Seeking Behavior Among University Students in Bangladesh","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"eHealth; Health literacy; Health Information National Trends Survey; Health information; Logistic regression; Sample (material); Psychology; Descriptive statistics; Literacy; Information seeking; World Wide Web; Medicine; Computer science; Health care; Political science; Statistics; Library science","authors":[{"name":"Hsuan‐Chia Yang","is_ca":true},{"name":"Phung‐Anh Nguyen","is_ca":false},{"name":"Yu‐Chuan Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06799505630142025,"gpt":0.4822547606402109,"spread":0.4142597043387907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004563674,0.0001950034,0.0002703833,0.000942523,0.0006875976,0.0007086779,0.0001704159,0.0004585224,0.00377513],"category_scores_gemma":[0.001936166,0.0002162193,0.0002539684,0.001147072,0.0003101764,0.0004214061,0.0004708912,0.0004818853,0.0008146205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005556296,"about_ca_system_score_gemma":0.0006196889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187767,"about_ca_topic_score_gemma":0.02691079,"domain_scores_codex":[0.9996394,0.00008241524,0.00005822525,0.00003728759,0.00007532185,0.000107357],"domain_scores_gemma":[0.9988532,0.0002431189,0.0003287107,0.00003556388,0.000142164,0.000397207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004124338,0.0001378688,0.9955439,0.00001510926,0.000009207621,0.0000564807,0.001283158,0.000009660866,0.0002327037,0.00002029032,0.00008563915,0.002564745],"study_design_scores_gemma":[0.000005974795,0.0001487979,0.9954957,0.00001799321,0.000008168843,0.00006636066,0.003881343,0.00005272359,0.00005751516,0.00002279295,0.0002370028,0.000005655852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991533,0.00005945892,0.00000809119,0.00008232215,0.000001337349,0.000006780756,0.00009951951,6.981887e-7,0.0005885872],"genre_scores_gemma":[0.9996113,0.00008110359,0.00001077704,0.00002966976,0.000001525395,0.000006369971,0.00005092103,3.999258e-7,0.000207946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0187767,"threshold_uncertainty_score":0.03733486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396283113","doi":"10.3233/978-1-60750-573-0-132","title":"Prevalence of Spondylolisthesis in a Population of Gymnasts","year":2010,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Spondylolisthesis; Population; Physical medicine and rehabilitation; Medicine; Physical therapy; Surgery; Environmental health; Lumbar","authors":[{"name":"Charles-William Toueg","is_ca":true},{"name":"Jean‐Marc Mac‐Thiong","is_ca":false},{"name":"Guy Grimard","is_ca":false},{"name":"Stefan Parent","is_ca":false},{"name":"Benoît Poitras","is_ca":false},{"name":"Hubert Labelle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02057351907330243,"gpt":0.3624370669975924,"spread":0.34186354792429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611255,0.0002887253,0.0004237427,0.001562847,0.0005592968,0.0006094191,0.0003508049,0.0004755428,0.002061024],"category_scores_gemma":[0.001065145,0.0002564227,0.0002685701,0.0009092626,0.0004498608,0.0003238317,0.0003758891,0.0002341948,0.0003566312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367812,"about_ca_system_score_gemma":0.0005517033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0345434,"about_ca_topic_score_gemma":0.03498673,"domain_scores_codex":[0.9994721,0.00007953861,0.00004445911,0.0001345411,0.000175393,0.00009399006],"domain_scores_gemma":[0.9995083,0.00004163543,0.000157777,0.000021483,0.0001052281,0.0001656243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002242144,0.00003848203,0.9974382,0.00001068709,0.00002006882,0.0001916077,0.0001864393,0.00001985282,0.0007516854,0.000008047255,0.00005755154,0.001254985],"study_design_scores_gemma":[0.00000148992,0.00005151773,0.9994226,0.000002027801,0.000004384481,0.0002020229,0.0002098011,0.00002866475,0.00001740869,0.000002554011,0.00005590016,0.000001775877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990383,0.0001655018,0.00007431199,0.00003879109,0.000004731332,0.00001345891,0.0001626614,0.000006650039,0.0004955576],"genre_scores_gemma":[0.9994044,0.0001358312,0.00006515241,0.00002148931,0.00001021221,0.000009642901,0.0001417409,0.000001526475,0.0002098647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0345434,"threshold_uncertainty_score":0.06868464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397947119","doi":"10.3233/978-1-61499-564-7-358","title":"Evidence-based Heuristics for Evaluating Demands on eHealth Literacy and Usability in a Mobile Consumer Health Application","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; eHealth; Computer science; Heuristics; Heuristic evaluation; Health literacy; Literacy; Heuristic; Human–computer interaction; Health care; Psychology; Artificial intelligence; Political science","authors":[{"name":"Helen Monkman","is_ca":true},{"name":"Janessa Griffith","is_ca":true},{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3861273028601565,"gpt":0.5535310864943824,"spread":0.1674037836342259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1714966,0.002108326,0.002495803,0.01638578,0.001690748,0.005833802,0.002368288,0.002341992,0.002118072],"category_scores_gemma":[0.3182056,0.001003334,0.004585091,0.009594483,0.00247281,0.004050727,0.003178344,0.001854618,0.0003827309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007095061,"about_ca_system_score_gemma":0.009126469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498112,"about_ca_topic_score_gemma":0.01075399,"domain_scores_codex":[0.7914006,0.1426216,0.03059651,0.002531553,0.03125449,0.001595284],"domain_scores_gemma":[0.4630452,0.4717026,0.02302397,0.007622272,0.0330589,0.001546964],"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":[0.008557298,0.004925733,0.11131,0.05410039,0.004706189,0.0007172732,0.02083593,0.01682588,0.003567812,0.03105932,0.008054773,0.7353393],"study_design_scores_gemma":[0.01299934,0.04001019,0.3700119,0.1050955,0.02092506,0.001807631,0.06676034,0.1328286,0.03293657,0.133064,0.08063293,0.00292783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6085332,0.01785509,0.2403515,0.00354327,0.0005688317,0.06531172,0.003090821,0.0006243519,0.06012121],"genre_scores_gemma":[0.5106532,0.003231158,0.4662444,0.0006276012,0.00003722318,0.01757036,0.0008727014,0.0000307068,0.0007326686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714966,"threshold_uncertainty_score":0.9069718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406170950","doi":"10.3233/978-1-60750-929-5-280","title":"Quantitative Methodology of Evaluating Surgeon Performance in Laparoscopic Surgery","year":2002,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Laparoscopic surgery; Medicine; Computer science; General surgery; Surgery; Laparoscopy","authors":[{"name":"Paul B. McBeth","is_ca":true},{"name":"Antony J. Hodgson","is_ca":false},{"name":"Alex G. Nagy","is_ca":false},{"name":"Karim Qayumi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3179901584382581,"gpt":0.463889763597108,"spread":0.1458996051588499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02679625,0.001218624,0.0008209723,0.004740126,0.0008770336,0.001596529,0.001303917,0.001023656,0.002250319],"category_scores_gemma":[0.07206933,0.0004601403,0.0006820854,0.004576738,0.001742661,0.001193386,0.001482022,0.0008231438,0.0006933272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009255427,"about_ca_system_score_gemma":0.001535395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543892,"about_ca_topic_score_gemma":0.001681034,"domain_scores_codex":[0.9556,0.02267158,0.004257092,0.003755736,0.01312644,0.0005892112],"domain_scores_gemma":[0.9382352,0.03668681,0.007665894,0.005589359,0.01125873,0.0005639076],"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":[0.001652898,0.001531802,0.1463032,0.003841409,0.0007458269,0.000318989,0.006751109,0.02574867,0.1431132,0.01439442,0.004369832,0.6512286],"study_design_scores_gemma":[0.0004763817,0.0135225,0.5804471,0.0009354458,0.000578895,0.001942732,0.005721013,0.1449531,0.1872092,0.02696672,0.03635395,0.0008930736],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1044269,0.0004128502,0.8846655,0.00009960066,0.0001334194,0.002917876,0.001314612,0.0007752426,0.00525406],"genre_scores_gemma":[0.3637353,0.0004118397,0.6224368,0.0001280954,0.0001392461,0.01030687,0.001257398,0.0002259407,0.001358453],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02679625,"threshold_uncertainty_score":0.1417138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009673571","doi":"10.3233/shti200003","title":"Every Step Counts: Understanding the Success of Implementing The 10,000 Steps Project","year":2020,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Pedometer; Physical activity; Intervention (counseling); Health promotion; Population; Government (linguistics); Promotion (chess); Psychology; Medical education; Medicine; Physical therapy; Public health; Environmental health; Nursing; Political science","authors":[{"name":"Corneel Vandelanotte","is_ca":false},{"name":"Mitch J. Duncan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2077564332000978,"gpt":0.4894332578987599,"spread":0.2816768246986621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1353623,0.001002481,0.001563545,0.002503465,0.0178934,0.01948247,0.007026518,0.01048339,0.00674063],"category_scores_gemma":[0.2040868,0.001668021,0.001127226,0.002033903,0.02419434,0.03424412,0.02173608,0.02843199,0.001740786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483122,"about_ca_system_score_gemma":0.06251464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04580653,"about_ca_topic_score_gemma":0.05287487,"domain_scores_codex":[0.8862036,0.07243235,0.002747481,0.003949014,0.01693591,0.01773154],"domain_scores_gemma":[0.8458455,0.08178304,0.007574936,0.003642756,0.0219769,0.03917683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002366033,0.002093958,0.02587043,0.001638254,0.0001661982,0.0009130736,0.4706284,0.0005379336,0.0004153148,0.05570734,0.09898262,0.3428099],"study_design_scores_gemma":[0.0002569999,0.002856472,0.04556376,0.01275563,0.00026304,0.0007643764,0.5336165,0.002634805,0.001174445,0.08134987,0.3182216,0.0005424403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1890633,0.008006611,0.01139136,0.7402028,0.003060342,0.0008725118,0.0001836067,0.0003692234,0.04685019],"genre_scores_gemma":[0.8210113,0.01312476,0.02627411,0.1234864,0.001043651,0.002335592,0.0003610114,0.001199665,0.01116362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1353623,"threshold_uncertainty_score":0.7158726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981063848","doi":"10.3233/shti190273","title":"Health Professionals’ Experience with Patients Accessing Their Electronic Health Records: Results from an Online Survey","year":2019,"lang":"en","type":"article","venue":"Studies in health technology and informatics","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":false,"about_ca":true},"ca_institutions":"","funders":"Helse Nord RHF","keywords":"Health records; Health professionals; Quarter (Canadian coin); Service (business); Medical record; Medicine; Family medicine; Nursing; Health care; Medical emergency; Psychology; Business","authors":[{"name":"Monika Alise Johansen","is_ca":false},{"name":"Tove Sørensen","is_ca":false},{"name":"Paolo Zanaboni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1362862458286267,"gpt":0.4845038079402413,"spread":0.3482175621116146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003447247,0.0001364153,0.0003166618,0.0008918453,0.0007508998,0.001502799,0.0002807541,0.00055887,0.002358109],"category_scores_gemma":[0.01783929,0.0002305419,0.0004322514,0.0007990935,0.0005153278,0.001336298,0.001563331,0.0007779837,0.0003632417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007240287,"about_ca_system_score_gemma":0.000956772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003402608,"about_ca_topic_score_gemma":0.004137971,"domain_scores_codex":[0.9966696,0.001630474,0.0004358678,0.0001627174,0.0005567905,0.0005446105],"domain_scores_gemma":[0.981375,0.008409684,0.005927579,0.0003652249,0.001899,0.002023475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006802,0.0003959177,0.9187942,0.0001841287,0.00005064171,0.0005067362,0.05657252,0.00005339779,0.0005082274,0.00006124878,0.0008287288,0.02184362],"study_design_scores_gemma":[0.0000187759,0.0006726367,0.8506182,0.0001406417,0.00004407426,0.001192586,0.1433235,0.0002162863,0.0002774372,0.00004015201,0.003419127,0.0000364372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987528,0.0001070978,0.0000561076,0.0002569292,0.000005077994,0.00001177489,0.00007801978,0.000002417017,0.0007296471],"genre_scores_gemma":[0.9989589,0.0002116408,0.0001495407,0.0002510675,0.00001404838,0.00001870726,0.00008505538,0.000002472602,0.0003085749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003447247,"threshold_uncertainty_score":0.01823103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601601346","doi":"10.3233/978-1-61499-738-2-41","title":"Curricula Challenges and Informatics Competencies for Nurse Educators","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Informatics; Health informatics; Health Administration Informatics; Nursing; Curriculum; Medical education; Nurse education; Business informatics; Engineering informatics; Medicine; Psychology; Pedagogy; Political science","authors":[{"name":"Ulla‐Mari Kinnunen","is_ca":false},{"name":"Elina Rajalahti","is_ca":false},{"name":"Elizabeth Cummings","is_ca":false},{"name":"Elizabeth M. Borycki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1399366624835743,"gpt":0.5000542245627447,"spread":0.3601175620791704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01482927,0.000261338,0.0003516846,0.001509901,0.004001454,0.01006303,0.001237984,0.002226133,0.005094836],"category_scores_gemma":[0.05038468,0.0003063415,0.0002934246,0.001071652,0.00172601,0.005315754,0.005738672,0.002998932,0.001349223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627456,"about_ca_system_score_gemma":0.03579427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618566,"about_ca_topic_score_gemma":0.01482849,"domain_scores_codex":[0.9882714,0.004592749,0.0008180318,0.0006432278,0.004313059,0.001361442],"domain_scores_gemma":[0.9614527,0.01668494,0.003305628,0.001113566,0.007988574,0.009454644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000073679,0.001498771,0.07938023,0.001477051,0.00003035754,0.001102559,0.03085091,0.001818976,0.002217298,0.08545631,0.05757661,0.7385173],"study_design_scores_gemma":[0.00008089358,0.0009621933,0.1388345,0.006053803,0.00004207532,0.003457192,0.2236248,0.005580928,0.007523526,0.1205731,0.4930216,0.0002453488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4475837,0.01153417,0.01913898,0.3479233,0.001727657,0.0005837936,0.0003517675,0.0004168124,0.1707398],"genre_scores_gemma":[0.8794833,0.007539367,0.0681357,0.01634601,0.0005845862,0.0006782318,0.000341828,0.00009203939,0.02679888],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01482927,"threshold_uncertainty_score":0.07842559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395538162","doi":"10.3233/978-1-60750-573-0-78","title":"Identifying the Best Surface Topography Parameters for Detecting Idiopathic Scoliosis Curve Progression","year":2010,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services","funders":"","keywords":"Idiopathic scoliosis; Scoliosis; Surface (topology); Computer science; Cartography; Artificial intelligence; Medicine; Geography; Geometry; Mathematics; Surgery","authors":[{"name":"Éric Parent","is_ca":true},{"name":"Sambasivarao Damaraju","is_ca":false},{"name":"Doug Hill","is_ca":false},{"name":"E. Lou","is_ca":false},{"name":"D Smetaniuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04111150179542487,"gpt":0.3596271167720113,"spread":0.3185156149765864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066742,0.0004289469,0.0006840898,0.001668808,0.0002410698,0.0005766642,0.0002290959,0.0004948435,0.0007006404],"category_scores_gemma":[0.005725652,0.0001318272,0.0003674612,0.0008016947,0.0002245902,0.0004082836,0.0003139662,0.0002991927,0.0002504923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256156,"about_ca_system_score_gemma":0.0001661413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452707,"about_ca_topic_score_gemma":0.0027658,"domain_scores_codex":[0.9993875,0.0002109371,0.00007879001,0.00008396548,0.0001858586,0.00005301787],"domain_scores_gemma":[0.9975677,0.0009216564,0.0006999343,0.0001088262,0.0005340592,0.0001677223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002948441,0.00004906221,0.9719332,0.00004482045,0.00004966762,0.00007897359,0.00009049421,0.0004465523,0.003334867,0.00001390142,0.0001223564,0.0235413],"study_design_scores_gemma":[0.00001441028,0.0006086904,0.9940903,0.00001787587,0.00005178553,0.0005492591,0.0002260204,0.002567997,0.001609806,0.00005074527,0.0002015254,0.00001154691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967111,0.0007616262,0.00165426,0.00004721816,0.00000697614,0.00003806103,0.0001441394,0.00004362862,0.0005928961],"genre_scores_gemma":[0.9972254,0.0002002418,0.002240841,0.00001741669,0.00001083259,0.00001458896,0.0001833936,0.000006318973,0.0001009373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001668808,"threshold_uncertainty_score":0.00564158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405504715","doi":"10.3233/978-1-60750-806-9-115","title":"Next Generation Neonatal Health Informatics with Artemis","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ontario Tech University","funders":"","keywords":"Software deployment; Cloud computing; Computer science; Health informatics; Intensive care; Informatics; Fidelity; Health care; Data science; Software engineering; Medicine; Intensive care medicine; Engineering; Telecommunications; Operating system","authors":[{"name":"Carolyn McGregor","is_ca":true},{"name":"Christina Catley","is_ca":true},{"name":"James F. Padbury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1820700577790212,"gpt":0.3765087695465197,"spread":0.1944387117674986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119112,0.0004442715,0.0002543671,0.001107521,0.0003360174,0.001693907,0.001082574,0.0006835678,0.004494967],"category_scores_gemma":[0.005224104,0.0002618621,0.0004146603,0.0005256197,0.000560045,0.002224312,0.002078997,0.0007975016,0.001063337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589774,"about_ca_system_score_gemma":0.0008743003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053343,"about_ca_topic_score_gemma":0.001459202,"domain_scores_codex":[0.998746,0.0004020135,0.00009254753,0.0001727796,0.0004925798,0.00009405301],"domain_scores_gemma":[0.9967073,0.001250446,0.00027436,0.001098163,0.0004272395,0.0002424992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001214104,0.0002697086,0.01557915,0.0005676527,0.0001552375,0.003059051,0.002911999,0.02030481,0.04416123,0.1239627,0.02989943,0.7579149],"study_design_scores_gemma":[0.0001810958,0.0007551538,0.01010041,0.0003205162,0.0001902772,0.003621157,0.0005501602,0.1285521,0.08780392,0.04110015,0.7266276,0.0001976207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0521191,0.0008130425,0.8934305,0.002155146,0.0003193486,0.0003100725,0.0006050267,0.02220968,0.028038],"genre_scores_gemma":[0.4496202,0.0006874302,0.5320948,0.0005682858,0.0002243621,0.0002637354,0.001278919,0.0007089753,0.01455339],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004494967,"threshold_uncertainty_score":0.01503718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604432835","doi":"10.3233/978-1-61499-742-9-136","title":"Use and Maturity of Electronic Patient Portals","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canada Health Infoway","funders":"","keywords":"Maturity (psychological); Patient portal; Computer science; World Wide Web; Internet privacy; Psychology; Political science; Health care; Developmental psychology","authors":[{"name":"Bobby Gheorghiu","is_ca":true},{"name":"Simon Hagens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1099508195003994,"gpt":0.4715720542236608,"spread":0.3616212347232614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01388358,0.0001504819,0.0001985422,0.003005521,0.0006368928,0.004579063,0.000782753,0.0007028044,0.002470498],"category_scores_gemma":[0.07721125,0.0002967723,0.000422502,0.003783921,0.001096633,0.005303077,0.001780028,0.001095556,0.0003129373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005436041,"about_ca_system_score_gemma":0.007660041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0734061,"about_ca_topic_score_gemma":0.05527586,"domain_scores_codex":[0.9921292,0.001943058,0.0009218931,0.0005936192,0.003669268,0.0007429367],"domain_scores_gemma":[0.9415995,0.02124457,0.01087939,0.002287783,0.02146615,0.00252254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001888195,0.0001315778,0.8325879,0.0003235629,0.00005469938,0.0002207755,0.02319071,0.0004917989,0.00123074,0.008003697,0.0008136015,0.1327621],"study_design_scores_gemma":[0.000007401487,0.0002259469,0.9640688,0.0004935833,0.00004700646,0.000437819,0.014261,0.001192247,0.0009964983,0.001054239,0.0171757,0.00003977723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747073,0.00162873,0.001820469,0.001846196,0.00001638759,0.00008781776,0.0006161467,0.00005395343,0.01922308],"genre_scores_gemma":[0.9968278,0.0006798305,0.001267455,0.00007261023,0.000006401139,0.00001097554,0.0002789491,0.000008746174,0.0008473147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0734061,"threshold_uncertainty_score":0.1459576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525223908","doi":"10.3233/978-1-61499-101-4-353","title":"A Framework for User Involvement and Context in the Design and Development of Safe e-Health Systems","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Transferability; Usability; Context (archaeology); Quality (philosophy); Unintended consequences; Computer science; Task (project management); Reliability (semiconductor); Health care; Risk analysis (engineering); Human–computer interaction; Patient safety; Knowledge management; Medicine; Engineering; Systems engineering","authors":[{"name":"André Kushniruk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2444887777612297,"gpt":0.4923872724210289,"spread":0.2478984946597992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02456177,0.002225597,0.0007760977,0.007181694,0.006474768,0.01133715,0.002868434,0.003588025,0.004018304],"category_scores_gemma":[0.0233782,0.001499158,0.001999067,0.003113132,0.01595243,0.01138206,0.009508607,0.003496545,0.0007239366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006570537,"about_ca_system_score_gemma":0.0111435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532541,"about_ca_topic_score_gemma":0.01290044,"domain_scores_codex":[0.9627317,0.02753108,0.002502057,0.002112854,0.003558549,0.001563699],"domain_scores_gemma":[0.9785043,0.01455148,0.001949306,0.001206715,0.002444001,0.001344224],"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":[0.0001060481,0.0002161234,0.009407952,0.0009782069,0.00007490118,0.001210247,0.09024294,0.007051399,0.002582566,0.8253193,0.00191561,0.0608946],"study_design_scores_gemma":[0.0001650796,0.0008078541,0.01144317,0.003430449,0.0002033599,0.002333785,0.09110799,0.04954519,0.003515013,0.6383535,0.1987852,0.0003094443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04037386,0.001507131,0.8761426,0.007344835,0.0001692998,0.001879278,0.0001829772,0.0004467987,0.07195327],"genre_scores_gemma":[0.4133253,0.0006953905,0.5803347,0.0004311404,0.00003612136,0.002284162,0.0001310793,0.00007642132,0.002685738],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02456177,"threshold_uncertainty_score":0.1298966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W122839804","doi":"10.3233/978-1-58603-979-0-49","title":"The University of Victoria Interdisciplinary Electronic Health Record Educational Portal","year":2009,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Health informatics; Informatics; Curriculum; Medical education; Public health informatics; Health Administration Informatics; Medicine; Nursing; Health education; HRHIS; Psychology; Public health; Political science; Pedagogy","authors":[{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"André Kushniruk","is_ca":false},{"name":"Brian Armstrong","is_ca":false},{"name":"Tony Otto","is_ca":false},{"name":"Kendall Ho","is_ca":false},{"name":"Howard Silverman","is_ca":false},{"name":"Jeannine Moreau","is_ca":false},{"name":"Noreen Frisch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03384253001491281,"gpt":0.4338165382240097,"spread":0.3999740082090968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002175754,0.0003153873,0.0004477804,0.001357533,0.001333189,0.003645556,0.0008786747,0.001218312,0.2109768],"category_scores_gemma":[0.009738541,0.0005277799,0.0002815075,0.001934566,0.0004367147,0.001996044,0.003556816,0.0009996049,0.06077724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191964,"about_ca_system_score_gemma":0.01063016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347889,"about_ca_topic_score_gemma":0.04380687,"domain_scores_codex":[0.9981846,0.00041866,0.0001738994,0.000244484,0.0007479661,0.0002304103],"domain_scores_gemma":[0.990889,0.001466968,0.000500102,0.001264744,0.002868825,0.003010299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003214642,0.000400162,0.003386382,0.0006902949,0.000009898376,0.0004942371,0.001243131,0.0001697889,0.002719095,0.007832909,0.4617046,0.521028],"study_design_scores_gemma":[0.00003231884,0.00005290863,0.00565523,0.0001629668,0.000004389989,0.0002742934,0.0002906283,0.0004712928,0.0005117632,0.0009482595,0.9915774,0.00001854284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03045311,0.003393638,0.02677022,0.01268518,0.001693384,0.001266103,0.01415851,0.01130366,0.8982762],"genre_scores_gemma":[0.06309998,0.002144337,0.03546564,0.001960412,0.0002356339,0.0003926247,0.006520493,0.001378575,0.8888022],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2109768,"threshold_uncertainty_score":0.7057878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2410073378","doi":"10.3233/978-1-61499-505-0-75","title":"The Current State of Electronic Consultation and Electronic Referral Systems in Canada: an Environmental Scan","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Bruyère","funders":"","keywords":"Referral; Government (linguistics); Grey literature; Process (computing); Information system; Medicine; Health care; Work (physics); Nursing; Business; Medical emergency; Family medicine; MEDLINE; Computer science; Political science; Engineering","authors":[{"name":"Clare Liddy","is_ca":true},{"name":"Matthew Hogel","is_ca":true},{"name":"Valerie Blazkho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03525435091640351,"gpt":0.2981920880837665,"spread":0.262937737167363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0200894,0.0005101312,0.0008267289,0.01066246,0.01123379,0.01733029,0.003757521,0.001945925,0.003528203],"category_scores_gemma":[0.04114142,0.0008387216,0.0006747607,0.03492125,0.0100064,0.005490897,0.003452126,0.001754299,0.0002930385],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2425854,"about_ca_system_score_gemma":0.448125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9893157,"about_ca_topic_score_gemma":0.9921591,"domain_scores_codex":[0.9648743,0.006475737,0.002903015,0.002201061,0.01908094,0.004464948],"domain_scores_gemma":[0.8934928,0.03366056,0.00992736,0.002113177,0.05481317,0.005993011],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003232095,0.0003586205,0.1265792,0.02719307,0.0002624895,0.001545997,0.06412566,0.003876507,0.002047458,0.0916954,0.03069511,0.6512972],"study_design_scores_gemma":[0.00007036045,0.0004225441,0.373399,0.03046429,0.0005107672,0.0008307962,0.1492179,0.005046748,0.002156078,0.00893458,0.4283917,0.0005553909],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3301303,0.3878787,0.005809653,0.1328105,0.0004381495,0.0006819763,0.006538182,0.0004339654,0.1352786],"genre_scores_gemma":[0.8644265,0.1158179,0.009046471,0.005652611,0.00006347983,0.0001758668,0.001168793,0.000061451,0.003586956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9893157,"threshold_uncertainty_score":0.8784935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405334818","doi":"10.3233/978-1-61499-203-5-179","title":"Applying Usability Methods to Identify Health Literacy Issues: An Example Using a Personal Health Record","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Usability; Health literacy; Heuristic evaluation; Computer science; Cognitive walkthrough; Usability engineering; Literacy; Usability lab; Knowledge management; Human–computer interaction; Health care; Psychology; Political science","authors":[{"name":"Helen Monkman","is_ca":true},{"name":"André Kushniruk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2778712325478268,"gpt":0.6094248204552442,"spread":0.3315535879074174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04560778,0.001179465,0.001104982,0.005948238,0.003849427,0.003959922,0.001441289,0.003054536,0.00149824],"category_scores_gemma":[0.06027605,0.000555473,0.001535229,0.003901142,0.002875053,0.00448261,0.003166516,0.001794272,0.0004816591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430039,"about_ca_system_score_gemma":0.002620608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006026746,"about_ca_topic_score_gemma":0.01301169,"domain_scores_codex":[0.9222736,0.06614327,0.003065536,0.00121912,0.006368022,0.0009304209],"domain_scores_gemma":[0.8387048,0.1415981,0.001925158,0.00344452,0.01361978,0.0007077118],"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":[0.0007334492,0.002602685,0.04666642,0.00646344,0.0003566347,0.004672659,0.1640994,0.001337513,0.01583579,0.01060387,0.005604836,0.7410233],"study_design_scores_gemma":[0.0009720846,0.01710931,0.2148601,0.01232287,0.00202277,0.02154434,0.3651915,0.02907385,0.08469277,0.02935978,0.2212155,0.001635072],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6793755,0.009637417,0.2454587,0.01060378,0.0004225382,0.00703301,0.000251382,0.0007743347,0.04644334],"genre_scores_gemma":[0.626268,0.005242514,0.359755,0.00130469,0.00009353263,0.001546819,0.0001227847,0.000143786,0.005522883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04560778,"threshold_uncertainty_score":0.2411999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010249176","doi":"10.3233/shti200011","title":"Behaviour Change and e-Health – Looking Broadly: A Scoping Narrative Review","year":2020,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Popularity; Health care; Narrative; Internet privacy; Social media; Public relations; Psychology; Digital health; Behaviour change; Population; Intervention (counseling); Medicine; Political science; Social psychology; Nursing; Computer science; World Wide Web; Environmental health","authors":[{"name":"Richard E. Scott","is_ca":true},{"name":"Maurice Mars","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1766649877616068,"gpt":0.4659591800876008,"spread":0.289294192325994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01086139,0.001492788,0.002904525,0.01318527,0.001789766,0.005838358,0.001695594,0.003748714,0.006228507],"category_scores_gemma":[0.04353862,0.0008063898,0.0032274,0.01522791,0.002103859,0.005500086,0.003584686,0.002521736,0.0008771093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008179268,"about_ca_system_score_gemma":0.02232081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110904,"about_ca_topic_score_gemma":0.02422691,"domain_scores_codex":[0.9905857,0.004474687,0.002380824,0.0007352696,0.001439049,0.000384462],"domain_scores_gemma":[0.9731572,0.02029971,0.002754182,0.0004908697,0.002950419,0.000347621],"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":[0.0001380025,0.00008215397,0.0008708389,0.7329078,0.0007645945,0.0008613921,0.009733443,0.000442768,0.0003544348,0.01658783,0.02043093,0.2168258],"study_design_scores_gemma":[0.00001436488,0.00005414843,0.0007838494,0.8778656,0.0008982477,0.000524001,0.004563143,0.00007558859,0.00009410104,0.002319553,0.1127841,0.00002319873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009219315,0.9899716,0.0007176036,0.003449787,0.0006466577,0.0007343497,0.0004316377,0.00001105615,0.003115271],"genre_scores_gemma":[0.01148302,0.9816415,0.001571826,0.002387612,0.0002167089,0.001522209,0.0003352743,0.000008753038,0.0008330462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01318527,"threshold_uncertainty_score":0.05934501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036887358","doi":"10.3233/shti200327","title":"User Experience Theories, Models, and Frameworks: A Focused Review of the Healthcare Literature","year":2020,"lang":"en","type":"review","venue":"Studies in health technology and informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Scope (computer science); Computer science; Health care; User experience design; Selection (genetic algorithm); Fragmentation (computing); Knowledge management; Data science; Human–computer interaction; Artificial intelligence","authors":[{"name":"Blake Lesselroth","is_ca":false},{"name":"Helen Monkman","is_ca":true},{"name":"Kathleen Adams","is_ca":false},{"name":"Scott D. Wood","is_ca":false},{"name":"Audrey Corbett","is_ca":false},{"name":"Juell Homco","is_ca":false},{"name":"Elizabeth M. Borycki","is_ca":false},{"name":"Ross Spier","is_ca":false},{"name":"André Kushniruk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0767284051833795,"gpt":0.3652683371668415,"spread":0.288539931983462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007175995,0.001193085,0.001862863,0.01195745,0.0008446054,0.003698828,0.001469527,0.001733783,0.002320126],"category_scores_gemma":[0.01769585,0.0007233081,0.001749375,0.01250876,0.001916581,0.005793654,0.002083013,0.002058242,0.00052031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196523,"about_ca_system_score_gemma":0.01021904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008214245,"about_ca_topic_score_gemma":0.01102003,"domain_scores_codex":[0.9958347,0.001694095,0.0007884863,0.0004565611,0.001077972,0.0001481506],"domain_scores_gemma":[0.9801691,0.01619806,0.001111598,0.0002461082,0.002082253,0.000192821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005388025,0.00007263266,0.001750162,0.1147851,0.0003318353,0.0001981409,0.002674485,0.0007062323,0.0003373019,0.02349727,0.01330583,0.8422871],"study_design_scores_gemma":[0.00002720451,0.0001663367,0.01170365,0.3749546,0.001828901,0.001504855,0.006537565,0.0008807786,0.0005279072,0.02358083,0.578162,0.0001254233],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000417844,0.9970744,0.000554957,0.001007424,0.00008567311,0.000018058,0.00002958706,0.000006329245,0.0008057141],"genre_scores_gemma":[0.005515198,0.992696,0.0009616644,0.0004979918,0.00008307426,0.00005145738,0.00003972588,0.000003760251,0.0001510508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01195745,"threshold_uncertainty_score":0.03795075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1734638207","doi":"10.3233/978-1-61499-574-6-39","title":"Teaching Nursing Informatics in Australia, Canada and Denmark","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Informatics; Health informatics; Curriculum; Health Administration Informatics; Nursing; Nurse education; Medical education; Medicine; Political science; Psychology; Pedagogy; Public health","authors":[{"name":"Elizabeth Cummings","is_ca":false},{"name":"Elizabeth M. Borycki","is_ca":true},{"name":"Inge Madsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1322310044171643,"gpt":0.4870954190691895,"spread":0.3548644146520252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004853489,0.0001952652,0.0003916486,0.002329606,0.008540979,0.005246245,0.001013826,0.001016421,0.002387989],"category_scores_gemma":[0.01063143,0.0004519469,0.0002747351,0.004401557,0.00216284,0.001112257,0.00464713,0.001481459,0.0002833461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08326101,"about_ca_system_score_gemma":0.1956105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9503237,"about_ca_topic_score_gemma":0.9826955,"domain_scores_codex":[0.9932048,0.001121199,0.0003788931,0.0005819927,0.002663554,0.00204964],"domain_scores_gemma":[0.9803646,0.00223877,0.0009757929,0.000262633,0.004184312,0.01197392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008548558,0.001035974,0.1386127,0.002046871,0.00009040772,0.002738202,0.1989772,0.002424067,0.003648677,0.07349231,0.03322168,0.5428571],"study_design_scores_gemma":[0.00009823095,0.0003188358,0.5125546,0.001222049,0.00003480596,0.0006447417,0.09466262,0.0009708778,0.001227917,0.001931257,0.3861519,0.0001820892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192356,0.01503696,0.000973792,0.01769402,0.0006731849,0.0003493353,0.0004857313,0.000116697,0.1454347],"genre_scores_gemma":[0.9499081,0.006995724,0.002385042,0.003197721,0.00005448633,0.0001125212,0.0002077982,0.00004119561,0.0370975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9503237,"threshold_uncertainty_score":0.6041037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W413404106","doi":"10.3233/978-1-61499-505-0-67","title":"What are the Costs of Improving Access to Specialists through eConsultation? The Champlain BASE Experience","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Champlain Regional College; University of Ottawa; Bruyère","funders":"","keywords":"Christian ministry; Referral; Service (business); Medicine; Health care; Business; Operations management; Family medicine; Economic growth; Marketing; Political science; Economics","authors":[{"name":"Clare Liddy","is_ca":true},{"name":"Paul Drosinis","is_ca":true},{"name":"Ferdinand Mito-Yobo","is_ca":true},{"name":"Amir Afkham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1275602457540417,"gpt":0.3890081123350118,"spread":0.2614478665809701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005027664,0.0002802024,0.0005402103,0.001171103,0.001499439,0.003221758,0.001761917,0.001229897,0.009759642],"category_scores_gemma":[0.03454698,0.0002758832,0.001115523,0.002308323,0.001258082,0.002849742,0.002258118,0.001278856,0.0002542492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02104661,"about_ca_system_score_gemma":0.01311524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3038149,"about_ca_topic_score_gemma":0.4173621,"domain_scores_codex":[0.9929085,0.002549428,0.0003684924,0.0002608837,0.00169083,0.002221892],"domain_scores_gemma":[0.9806494,0.006336464,0.003959282,0.000493679,0.002218833,0.006342434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002268197,0.001452824,0.7919819,0.0008167479,0.0003989642,0.001348284,0.003305371,0.003871353,0.0002285937,0.006970536,0.02932241,0.1580348],"study_design_scores_gemma":[0.0006407142,0.002365702,0.920639,0.002807955,0.0005966616,0.002747215,0.0179089,0.01017589,0.0005024138,0.004553956,0.03686103,0.0002006072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526139,0.003015228,0.0003179321,0.02454015,0.0001113926,0.000180684,0.001287456,0.00001746265,0.01791575],"genre_scores_gemma":[0.9941274,0.001510959,0.0004746188,0.00185285,0.00009842155,0.00006260996,0.000355846,0.00001313589,0.001504082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3038149,"threshold_uncertainty_score":0.604093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2275057657","doi":"10.3233/978-1-61499-101-4-594","title":"Estimating Rheumatoid Arthritis Activity with Infrared Image Analysis","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Rheumatoid arthritis; Medicine; Decision tree; Internal medicine; Physical therapy; Artificial intelligence; Computer science","authors":[{"name":"Monique Frize","is_ca":true},{"name":"Abiola Ogungbemile","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02100246703544107,"gpt":0.3394792691656301,"spread":0.3184768021301891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103135,0.0006105228,0.000523365,0.003588395,0.0001352741,0.0008033009,0.0004068059,0.000606026,0.001157614],"category_scores_gemma":[0.002293934,0.0002904454,0.0005099392,0.001440833,0.0002358786,0.0006643605,0.0003466022,0.0003846819,0.0007631159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699341,"about_ca_system_score_gemma":0.000112742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008239696,"about_ca_topic_score_gemma":0.0008746514,"domain_scores_codex":[0.9990712,0.0002831559,0.00006649779,0.000169268,0.0003453738,0.00006451158],"domain_scores_gemma":[0.9992946,0.0002688586,0.0001708601,0.00005358865,0.0001835468,0.00002848912],"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":[0.001482196,0.000364464,0.09034251,0.0004136596,0.0003440325,0.0003460521,0.0002081729,0.01983999,0.1230329,0.0009175391,0.00176936,0.7609392],"study_design_scores_gemma":[0.0001356576,0.00143574,0.2808085,0.0001603596,0.0006780007,0.003399204,0.0003389708,0.5901992,0.111283,0.003911022,0.00740482,0.0002457048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.364102,0.004847043,0.6198219,0.0002295561,0.0001495699,0.0003026174,0.0007462423,0.002078348,0.007722728],"genre_scores_gemma":[0.7834739,0.001622565,0.2119401,0.0001120552,0.0002022046,0.0001361298,0.0004987391,0.00005586796,0.001958458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003588395,"threshold_uncertainty_score":0.005454361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2394667070","doi":"10.3233/978-1-61499-022-2-349","title":"Validation of Three Virtual Reality Fundamentals of Laparoscopic Surgery (FLS) Modules","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Virtual reality; Laparoscopic surgery; Computer science; Medicine; Medical physics; Human–computer interaction; Laparoscopy; General surgery","authors":[{"name":"Kristen Pitzul","is_ca":true},{"name":"Teodor Grantcharov","is_ca":false},{"name":"Allan Okrainec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1477656415808936,"gpt":0.4085674825128063,"spread":0.2608018409319127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007459842,0.0007102584,0.0003571984,0.0008146402,0.0002949611,0.0004674851,0.0008776648,0.000655275,0.001600554],"category_scores_gemma":[0.02328178,0.0002958468,0.0008394435,0.0003032982,0.000681462,0.0005950819,0.001501919,0.0004629079,0.0005343006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571742,"about_ca_system_score_gemma":0.0007659668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006937472,"about_ca_topic_score_gemma":0.001140586,"domain_scores_codex":[0.9946467,0.001950237,0.0006051671,0.000672538,0.001817012,0.0003082701],"domain_scores_gemma":[0.9841812,0.007180977,0.001927798,0.001476698,0.004222838,0.001010624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006822175,0.007175014,0.5252138,0.0009604669,0.0004820687,0.0002704289,0.005777905,0.0120083,0.1245577,0.001236925,0.001258606,0.3142366],"study_design_scores_gemma":[0.0006183187,0.02905154,0.8878579,0.0001654143,0.0001987547,0.0008674506,0.000783463,0.01870189,0.05632201,0.0005329794,0.004784183,0.000116152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899861,0.00005044091,0.008071385,0.00002479323,0.00002116079,0.0005357446,0.0002153294,0.00006928592,0.001025765],"genre_scores_gemma":[0.9710033,0.00007125499,0.02604112,0.00005444798,0.00001499613,0.001026151,0.0008412373,0.00002957249,0.0009179426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459842,"threshold_uncertainty_score":0.03945184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399295159","doi":"10.3233/978-1-61499-022-2-129","title":"Force Sensing-Based Simulator for Arthroscopic Skills Assessment in Orthopaedic Knee Surgery","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Knee arthroscopy; Simulation; Task (project management); Computer science; Arthroscopy; Knee surgery; Human–computer interaction; Medicine; Surgery; Engineering; Systems engineering; Osteoarthritis","authors":[{"name":"Abelardo Escoto","is_ca":true},{"name":"Michael D. Naish","is_ca":false},{"name":"Rajni V. Patel","is_ca":false},{"name":"Marie‐Eve LeBel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05153847967516045,"gpt":0.4165253348725717,"spread":0.3649868551974112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115969,0.0004361489,0.0002858472,0.0003990211,0.0001232157,0.0002208966,0.0005140437,0.0004996427,0.002504104],"category_scores_gemma":[0.002816028,0.0002007487,0.0002473305,0.0001660522,0.0001853699,0.0002584713,0.0004178314,0.0001986712,0.0004372131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774043,"about_ca_system_score_gemma":0.0006470433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071643,"about_ca_topic_score_gemma":0.001853263,"domain_scores_codex":[0.9994856,0.0003026835,0.00003509621,0.00002688929,0.0001285352,0.00002113167],"domain_scores_gemma":[0.9991074,0.000463368,0.00006578025,0.00008412572,0.0001633834,0.0001159458],"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":[0.005826605,0.005639954,0.05945203,0.001298121,0.0001940039,0.0006571538,0.001187861,0.03242048,0.4352259,0.001430351,0.003576501,0.4530911],"study_design_scores_gemma":[0.00196064,0.07921517,0.2889245,0.0007085931,0.0005203278,0.006129012,0.001311037,0.4306289,0.167278,0.003081483,0.01982344,0.0004188202],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8891282,0.0006494106,0.1053339,0.0002401726,0.00007610658,0.001081382,0.0006266258,0.0006382529,0.002225901],"genre_scores_gemma":[0.9139153,0.0004714645,0.08325469,0.0001054272,0.00002250213,0.0007047276,0.0004457434,0.00002575614,0.001054427],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002504104,"threshold_uncertainty_score":0.008377075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787742664","doi":"10.3233/978-1-61499-830-3-783","title":"The Australian Health Informatics Competencies Framework and Its Role in the Certified Health Informatician Australasia (CHIA) Program","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health informatics; Certification; Informatics; Context (archaeology); Medical education; Public health informatics; Core competency; Health Administration Informatics; Knowledge management; Medicine; Computer science; Nursing; Engineering; Political science; Health policy; HRHIS; Public health; Management","authors":[{"name":"Fernando Martín-Sánchez","is_ca":false},{"name":"David J. Rowlands","is_ca":false},{"name":"Louise Schaper","is_ca":false},{"name":"David Hansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2158595964234556,"gpt":0.5346891650597076,"spread":0.318829568636252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02606924,0.0002594072,0.0003053096,0.002018332,0.004419244,0.003843351,0.001426823,0.001684166,0.002964273],"category_scores_gemma":[0.03160399,0.0003116638,0.000287461,0.001505461,0.005039364,0.003114474,0.007170408,0.003421162,0.0005120207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01341785,"about_ca_system_score_gemma":0.09641388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0665148,"about_ca_topic_score_gemma":0.07177372,"domain_scores_codex":[0.9858716,0.008430081,0.0006133138,0.0005069172,0.002907776,0.001670251],"domain_scores_gemma":[0.9700441,0.006674054,0.001199736,0.0008020123,0.007861247,0.01341879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001100535,0.001474663,0.02888265,0.001023677,0.00001691328,0.0008993021,0.0708179,0.001402551,0.001902662,0.2262621,0.06028843,0.6069191],"study_design_scores_gemma":[0.00009984453,0.001312567,0.1320526,0.003997353,0.00003282484,0.00153243,0.0766162,0.005500832,0.003226885,0.09828866,0.6771688,0.0001710669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2676331,0.01174442,0.04438514,0.2592045,0.003131913,0.002347387,0.0002698142,0.0003842846,0.4108993],"genre_scores_gemma":[0.8622109,0.003726135,0.07618639,0.01339428,0.0002555799,0.001311548,0.0002084568,0.00005319276,0.04265349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0665148,"threshold_uncertainty_score":0.1378689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345541254","doi":"10.3233/978-1-61499-658-3-222","title":"Nursing Informatics Research Priorities for the Future: Recommendations from an International Survey","year":2016,"lang":"en","type":"article","venue":"Studies in health technology and informatics","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":false,"about_ca":false},"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Snowball sampling; Health informatics; Usability; Interoperability; Informatics; Health Administration Informatics; Medical education; Nursing; Benchmarking; Medicine; Political science; Computer science; World Wide Web; Public health; Business","authors":[{"name":"Laura‐Maria Peltonen","is_ca":false},{"name":"Maxim Topaz","is_ca":false},{"name":"Charlene Ronquillo","is_ca":true},{"name":"Lisiane Pruinelli","is_ca":false},{"name":"Martha K Badger","is_ca":false},{"name":"Samira Ali","is_ca":false},{"name":"Adrienne Lewis","is_ca":true},{"name":"Mattias Georgsson","is_ca":false},{"name":"Jude L. Tayaben","is_ca":false},{"name":"Tasneem Islam","is_ca":false},{"name":"Janine Sommer","is_ca":false},{"name":"Dari Alhuwail","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2468000621734251,"gpt":0.5835346898188418,"spread":0.3367346276454167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1222181,0.001856542,0.002506982,0.00868246,0.004313398,0.01487176,0.003533753,0.005603757,0.009622185],"category_scores_gemma":[0.137746,0.001098535,0.002256108,0.01189254,0.002771005,0.02340083,0.009106861,0.008624912,0.003008669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129174,"about_ca_system_score_gemma":0.05777013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089005,"about_ca_topic_score_gemma":0.02176857,"domain_scores_codex":[0.9515388,0.02845805,0.01004556,0.001610287,0.004894683,0.003452631],"domain_scores_gemma":[0.7772266,0.1238316,0.009663229,0.005535283,0.06148412,0.02225924],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000359516,0.001132715,0.08355119,0.01612431,0.0001809819,0.0006723801,0.01651827,0.0007463096,0.0010623,0.01551196,0.1869551,0.6771851],"study_design_scores_gemma":[0.0002831288,0.001202452,0.07677433,0.07193841,0.0007311347,0.00104545,0.3347447,0.003271044,0.001426594,0.03479849,0.47334,0.0004442169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02894117,0.06687525,0.01881104,0.8530947,0.008891158,0.002666053,0.002052214,0.0006369152,0.0180315],"genre_scores_gemma":[0.3343727,0.2000544,0.2808823,0.1537706,0.003213918,0.01269258,0.00705534,0.0004377876,0.007520437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777819,"threshold_uncertainty_score":0.6463585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396281426","doi":"10.3233/978-1-61499-289-9-23","title":"PPADS: Physician-PArent Decision-Support for Neonatal Intensive Care","year":2013,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Neonatal intensive care unit; Medicine; Usability; Intensive care; Intervention (counseling); Health care; Nursing; Pediatrics; Intensive care medicine; Computer science","authors":[{"name":"Monique Frize","is_ca":true},{"name":"Erika Bariciak","is_ca":false},{"name":"Jeff Gilchrist","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03285666656148523,"gpt":0.3567682584289352,"spread":0.3239115918674499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002911569,0.0007238449,0.0003602126,0.0006483368,0.0003889129,0.001166024,0.0009636116,0.0006194439,0.01092458],"category_scores_gemma":[0.01618184,0.0002514729,0.0004635084,0.0005094612,0.0002992889,0.001230117,0.001359422,0.0007727322,0.002117903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004229276,"about_ca_system_score_gemma":0.001399902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596147,"about_ca_topic_score_gemma":0.002016658,"domain_scores_codex":[0.9977255,0.001369631,0.0002064059,0.0002015466,0.0004157235,0.00008117935],"domain_scores_gemma":[0.9887455,0.008496926,0.0005193514,0.0004750295,0.0006748142,0.00108841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002161594,0.001713524,0.02447691,0.001385378,0.0001535943,0.0007787449,0.001718833,0.002068219,0.005828671,0.00183047,0.0625526,0.8953314],"study_design_scores_gemma":[0.006251161,0.01250106,0.1379852,0.002837324,0.001036406,0.01177209,0.004054592,0.1546076,0.05295886,0.02049293,0.5945798,0.0009231237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4682916,0.00525606,0.4076701,0.01132831,0.002121562,0.006960081,0.01070383,0.05866771,0.02900074],"genre_scores_gemma":[0.5173119,0.002015807,0.4612749,0.002032297,0.000482984,0.00252784,0.003805104,0.0005313641,0.01001787],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01092458,"threshold_uncertainty_score":0.03654635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}