{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":146,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":146,"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":"3078f005272b","filters":{"venue":"Journal of Multidisciplinary Healthcare"}},"results":[{"id":"W2086257980","doi":"10.2147/jmdh.s17773","title":"Clinical features and multidisciplinary approaches to dementia care","year":2011,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":263,"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; University of Victoria","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Multidisciplinary approach; Dementia; Data science; Computer science; Medicine; Pathology; Disease; Social science; Sociology","authors":[{"name":"Stuart MacDonald","is_ca":true},{"name":"Grand","is_ca":true},{"name":"Caspar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1975244741920091,"gpt":0.4102047880439061,"spread":0.212680313851897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567363,0.000526899,0.0007244884,0.001241692,0.001633509,0.002184484,0.001209294,0.001976428,0.003831936],"category_scores_gemma":[0.003607853,0.0002319176,0.0004508376,0.001618097,0.0007898028,0.001565314,0.002487999,0.002550617,0.001143534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003160817,"about_ca_system_score_gemma":0.005794085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005562748,"about_ca_topic_score_gemma":0.01164063,"domain_scores_codex":[0.9980709,0.0007303013,0.0003260681,0.0002143497,0.0003793554,0.0002790608],"domain_scores_gemma":[0.9989184,0.000143971,0.0001632352,0.00003202242,0.0004350966,0.0003072615],"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":[0.0001538698,0.0003912499,0.01762217,0.00419673,0.0001019313,0.00927019,0.00695774,0.001302754,0.001383905,0.03488651,0.1431759,0.7805569],"study_design_scores_gemma":[0.0001740379,0.0005580212,0.04533826,0.01279545,0.0001250272,0.04009993,0.01074436,0.001186988,0.0004723654,0.05357924,0.834778,0.0001483544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04477781,0.6002535,0.03168321,0.1364815,0.01042162,0.002063167,0.0006824044,0.0005637224,0.1730731],"genre_scores_gemma":[0.3288808,0.4659444,0.08004986,0.05531688,0.008416396,0.002682369,0.001612847,0.000131004,0.05696539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005562748,"threshold_uncertainty_score":0.02293348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049809255","doi":"10.2147/jmdh.s78458","title":"Experiences of using the Theoretical Domains Framework across diverse clinical environments: a qualitative study","year":2015,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":236,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Health and Medical Research Council; Monash University; Medical Research Council; National Institute for Health and Care Research; Ottawa Hospital Research Institute","keywords":"Operationalization; Thematic analysis; Psychological intervention; Behaviour change; Perspective (graphical); Health care; Qualitative research; Psychology; Medical education; Applied psychology; Knowledge management; Medicine; Nursing; Computer science; Sociology","authors":[{"name":"Shelley A. Wilkinson","is_ca":false},{"name":"Susie Thomas","is_ca":false},{"name":"Cameron Phillips","is_ca":false},{"name":"Andrea P. Marshall","is_ca":false},{"name":"Nadia J. Chaves","is_ca":false},{"name":"Stacey Jankelowitz","is_ca":false},{"name":"Ivan Lin","is_ca":false},{"name":"Clement T. Loy","is_ca":false},{"name":"Gwyneth Rees","is_ca":false},{"name":"Leanne Sakzewski","is_ca":false},{"name":"The‐Phung To","is_ca":false},{"name":"Susan Michie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6880789224354529,"gpt":0.7406037724956639,"spread":0.05252485006021101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02854709,0.0006058926,0.001267897,0.001945157,0.01260038,0.005911086,0.002407579,0.002774238,0.003079475],"category_scores_gemma":[0.04551401,0.001088363,0.0005641042,0.001979788,0.01262273,0.005028154,0.01211003,0.004764101,0.0004502561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007130052,"about_ca_system_score_gemma":0.01115147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007713791,"about_ca_topic_score_gemma":0.0132623,"domain_scores_codex":[0.9693657,0.02336497,0.0008627782,0.001248295,0.001940872,0.003217335],"domain_scores_gemma":[0.9573096,0.02922144,0.002731331,0.001101576,0.003089615,0.006546426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000261602,0.00007749918,0.002099528,0.00008007732,0.000004239355,0.0008355656,0.9918445,0.00002229972,0.0002505209,0.0004843556,0.0003290517,0.003946199],"study_design_scores_gemma":[0.000006039901,0.00006843912,0.0008078197,0.0001208039,0.000003472534,0.0005452539,0.9943203,0.00006143719,0.0001020735,0.0002531235,0.003698625,0.0000125967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864245,0.0008968957,0.003489908,0.005080588,0.00007705569,0.0003101207,0.00005963552,0.00002081948,0.00364044],"genre_scores_gemma":[0.9931836,0.0009474306,0.001886796,0.001931906,0.00002770661,0.0003773481,0.00003834866,0.00002899715,0.001578031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854709,"threshold_uncertainty_score":0.1509733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205204230","doi":"10.2147/jmdh.s347669","title":"A Global Map of COVID-19 Vaccine Acceptance Rates per Country: An Updated Concise Narrative Review","year":2022,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montenegro; Latin Americans; Narrative review; Asia pacific; Narrative; South asia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04041362977782427,"gpt":0.4187674617309418,"spread":0.3783538319531175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003789893,0.001351116,0.002746409,0.01455578,0.0004239428,0.002616394,0.001250074,0.001226727,0.01012479],"category_scores_gemma":[0.01868643,0.0006556735,0.003950233,0.01167758,0.0005085992,0.002872604,0.00159568,0.001463277,0.001400896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033787,"about_ca_system_score_gemma":0.005417131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00620799,"about_ca_topic_score_gemma":0.008828767,"domain_scores_codex":[0.9974259,0.0007107864,0.0009813643,0.0002943781,0.0004572537,0.0001302864],"domain_scores_gemma":[0.9881169,0.006993131,0.002550733,0.0001672847,0.00203676,0.0001353071],"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":[0.0003613798,0.00002308977,0.002830082,0.6022935,0.003300859,0.0002924324,0.0007048682,0.0006865637,0.0004452333,0.003189064,0.06583394,0.3200391],"study_design_scores_gemma":[0.0001370973,0.0002134115,0.009552332,0.5658123,0.01451837,0.001912672,0.0009294469,0.0003894194,0.0003013225,0.002519321,0.4036033,0.0001110002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008488307,0.9894377,0.0006601993,0.002066121,0.0004691959,0.000184409,0.004866616,0.00006240934,0.00140464],"genre_scores_gemma":[0.006948691,0.9877265,0.001153322,0.001247779,0.0002650699,0.0003358915,0.001948054,0.00001470481,0.0003599238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01455578,"threshold_uncertainty_score":0.03387076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132012869","doi":"10.2147/jmdh.s43952","title":"A systematic scoping review of adherence to reporting guidelines in health care literature","year":2013,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; McMaster University","funders":"","keywords":"Observational study; Strengthening the reporting of observational studies in epidemiology; Systematic review; Medicine; Consolidated Standards of Reporting Trials; MEDLINE; Data extraction; Protocol (science); Family medicine; Alternative medicine; Health care; Meta-analysis; Pathology","authors":[{"name":"Lehana Thabane","is_ca":true},{"name":"Samaan","is_ca":true},{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Sarah Daisy Kosa","is_ca":true},{"name":"Borg Debono","is_ca":true},{"name":"Dillenburg","is_ca":true},{"name":"Zhang","is_ca":true},{"name":"Vincent Fruci","is_ca":true},{"name":"Brittany B. Dennis","is_ca":true},{"name":"Monica Bawor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6529587027979789,"gpt":0.6137799376930423,"spread":0.03917876510493656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4243161,0.00336453,0.01423403,0.04736027,0.004770622,0.01140483,0.009988162,0.008191957,0.007530056],"category_scores_gemma":[0.7102211,0.004412727,0.0133962,0.04877901,0.006509745,0.01630383,0.009818311,0.004888462,0.001638872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713932,"about_ca_system_score_gemma":0.09072681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00810075,"about_ca_topic_score_gemma":0.01481697,"domain_scores_codex":[0.4174941,0.2394875,0.2857039,0.01166482,0.04338606,0.002263651],"domain_scores_gemma":[0.2870065,0.4431122,0.1444269,0.02935455,0.09332925,0.002770621],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001656348,0.00003672398,0.00159464,0.9230103,0.003874007,0.0001327118,0.002336974,0.0002433019,0.0002282743,0.001562431,0.007167686,0.0596474],"study_design_scores_gemma":[0.0001893211,0.00006993353,0.001150835,0.9750855,0.006854255,0.0001152418,0.000576242,0.0001858405,0.0002050507,0.001053056,0.01446236,0.0000523752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006334743,0.8037442,0.03473968,0.01345467,0.00394408,0.1223526,0.009539042,0.0005302877,0.005360676],"genre_scores_gemma":[0.05195263,0.5077689,0.1378461,0.007455085,0.000943263,0.2844663,0.008247834,0.0002642332,0.001055678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5756838,"threshold_uncertainty_score":0.7099207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025042862","doi":"10.2147/jmdh.s241085","title":"<p>Methods, Applications and Challenges in the Analysis of Interrupted Time Series Data: A Scoping Review</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; University of Toronto; McMaster University; Children's Hospital of Eastern Ontario; Impact","funders":"","keywords":"CINAHL; MEDLINE; Interrupted time series; Descriptive statistics; Computer science; Data science; Research design; Systematic review; Medicine; Web of science; Health care; Psychological intervention; Meta-analysis; Data mining; Statistics; Mathematics; Pathology; Nursing","authors":[{"name":"Joycelyne Ewusie","is_ca":true},{"name":"Charlene Soobiah","is_ca":true},{"name":"Erik Blondal","is_ca":true},{"name":"Joseph Beyene","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Jemila S. Hamid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4064532168161603,"gpt":0.5238091338564785,"spread":0.1173559170403183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3147198,0.002823734,0.008135865,0.02213559,0.004061391,0.01608505,0.005798916,0.01037657,0.01074419],"category_scores_gemma":[0.6068068,0.003565732,0.009178408,0.04023115,0.008414883,0.01566671,0.007248026,0.009134342,0.004203106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128741,"about_ca_system_score_gemma":0.03957605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813584,"about_ca_topic_score_gemma":0.009962788,"domain_scores_codex":[0.6742519,0.2223971,0.0603461,0.00705293,0.03425581,0.001696054],"domain_scores_gemma":[0.2025566,0.6998148,0.03373938,0.01743062,0.0454036,0.001054963],"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":[0.0002478262,0.00009438177,0.001565814,0.4678221,0.001860251,0.0004006089,0.004847438,0.000937505,0.0005700432,0.03858864,0.05293847,0.4301268],"study_design_scores_gemma":[0.0002290063,0.0002044015,0.002387773,0.7588583,0.002754043,0.0004967123,0.001959468,0.001728811,0.0007328182,0.03403648,0.1964528,0.0001594122],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001401044,0.8295798,0.08785343,0.03580113,0.007751449,0.02233049,0.002140918,0.0003767423,0.012765],"genre_scores_gemma":[0.01934323,0.6392545,0.2290986,0.01012484,0.003716836,0.09315122,0.00155415,0.0004402215,0.003316402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3147198,"threshold_uncertainty_score":0.8450724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498606310","doi":"10.2147/jmdh.s103881","title":"Adoption of e-health technology by physicians: a scoping review","year":2016,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"South Health Campus; Toronto Public Health; University of Alberta; University of Calgary","funders":"","keywords":"Health information technology; PsycINFO; Health technology; Liability; Incentive; MEDLINE; Payment; Medicine; Government (linguistics); Business; Nursing; Public relations; Medical education; Knowledge management; Health care; Political science; Computer science; Finance","authors":[{"name":"Chloe de Grood","is_ca":true},{"name":"Aida Raissi","is_ca":true},{"name":"Yoojin Kwon","is_ca":true},{"name":"Maria Santana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1220479902135585,"gpt":0.5347322644971726,"spread":0.4126842742836141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03738594,0.001754567,0.004654672,0.02529155,0.002087576,0.006074308,0.002458195,0.00483615,0.003199025],"category_scores_gemma":[0.1482364,0.001999835,0.004677006,0.02423463,0.002015237,0.00705708,0.00311298,0.002549981,0.0006286321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007327556,"about_ca_system_score_gemma":0.0363162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009980851,"about_ca_topic_score_gemma":0.02156376,"domain_scores_codex":[0.9704942,0.0100693,0.01159257,0.001256413,0.00598315,0.0006044894],"domain_scores_gemma":[0.861221,0.1020282,0.01593476,0.001731375,0.01813736,0.000947465],"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":[0.0001314466,0.0000738189,0.001614333,0.7881775,0.001664978,0.0002768852,0.002062327,0.0002987031,0.0003418466,0.001571453,0.007028325,0.1967584],"study_design_scores_gemma":[0.00002032255,0.00007527267,0.00140126,0.971105,0.002270522,0.0001850434,0.0008758291,0.00008078737,0.0001165981,0.0003085909,0.02354236,0.00001839877],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001231812,0.9935168,0.0005614959,0.00163302,0.000414595,0.001207002,0.0001995945,0.00001080452,0.001225003],"genre_scores_gemma":[0.005758128,0.9903521,0.001415019,0.0005724673,0.0001305665,0.001427601,0.0001735702,0.000005496986,0.0001650392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03738594,"threshold_uncertainty_score":0.1977181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894006377","doi":"10.2147/jmdh.s155103","title":"Does the medical literature remain inadequately described despite having reporting guidelines for 21 years? – A systematic review of reviews: an update","year":2018,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton Health Sciences; McMaster University; Impact","funders":"","keywords":"Observational study; Strengthening the reporting of observational studies in epidemiology; Consolidated Standards of Reporting Trials; Systematic review; CINAHL; Medicine; MEDLINE; Alternative medicine; Family medicine; Meta-analysis; Psychological intervention; Pathology; Nursing","authors":[{"name":"Yanling Jin","is_ca":true},{"name":"Nitika Sanger","is_ca":true},{"name":"Ieta Shams","is_ca":true},{"name":"Candice Luo","is_ca":true},{"name":"Hamnah Shahid","is_ca":true},{"name":"Guowei Li","is_ca":true},{"name":"Meha Bhatt","is_ca":true},{"name":"Laura Zielinski","is_ca":true},{"name":"Bianca Bantoto","is_ca":true},{"name":"Mei Wang","is_ca":true},{"name":"Luciana Patrícia Fernandes Abbade","is_ca":false},{"name":"Ikunna Nwosu","is_ca":true},{"name":"Alvin Leenus","is_ca":true},{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Muhammad Maaz","is_ca":true},{"name":"Yaping Chang","is_ca":true},{"name":"Guangwen Sun","is_ca":true},{"name":"Mitchell Levine","is_ca":true},{"name":"Jonathan D. Adachi","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Zainab Samaan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5247519240442602,"gpt":0.5733847585611629,"spread":0.0486328345169027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3042528,0.002049581,0.01041646,0.04561782,0.002831321,0.01519629,0.005785393,0.009007548,0.004339311],"category_scores_gemma":[0.6553746,0.004799308,0.008992348,0.04376145,0.006599387,0.0216067,0.00659256,0.005071608,0.001625379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01653886,"about_ca_system_score_gemma":0.05445939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0154403,"about_ca_topic_score_gemma":0.03027763,"domain_scores_codex":[0.5743293,0.1714195,0.1924966,0.01325211,0.0459431,0.00255945],"domain_scores_gemma":[0.2124227,0.4850771,0.162706,0.02542559,0.11145,0.002918675],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002163403,0.00004285946,0.00362322,0.7265695,0.007219892,0.0002034501,0.00232035,0.0001910927,0.0002823465,0.004412438,0.05204877,0.2028697],"study_design_scores_gemma":[0.0001240816,0.00007035554,0.002685888,0.8858553,0.007270277,0.0003688814,0.001074852,0.0001859697,0.0001506959,0.002768259,0.09931852,0.0001270178],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005305558,0.9678715,0.002047603,0.02349099,0.003860386,0.0005965245,0.0008245615,0.00007020948,0.0007076129],"genre_scores_gemma":[0.01577031,0.9420136,0.0138894,0.01983419,0.003094699,0.003758317,0.001111499,0.0001207581,0.0004072588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6957471,"threshold_uncertainty_score":0.8579801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2257811149","doi":"10.2147/jmdh.s97371","title":"Interprofessional teamwork innovations for primary health care practices and practitioners: evidence from a comparison of reform in three countries","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; Alberta Health; PolicyWise for Children & Families; University of Calgary; University of Ottawa","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Teamwork; Context (archaeology); Psychological intervention; Nursing; Health care; Medicine; Transformational leadership; Unintended consequences; Medical education; Public relations; Political science","authors":[{"name":"Mark Harris","is_ca":false},{"name":"Jenny Advocat","is_ca":false},{"name":"Benjamin F. Crabtree","is_ca":false},{"name":"Jean‐Frédéric Lévesque","is_ca":false},{"name":"William L. Miller","is_ca":false},{"name":"Jane Gunn","is_ca":false},{"name":"William Hogg","is_ca":true},{"name":"Cathie Scott","is_ca":true},{"name":"Sabrina M. Chase","is_ca":false},{"name":"Lisa Halma","is_ca":true},{"name":"Grant Russell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09701999443960208,"gpt":0.5238570633806492,"spread":0.4268370689410471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03836607,0.0003863837,0.001409811,0.005227614,0.002717012,0.00464882,0.001414248,0.001503856,0.001965394],"category_scores_gemma":[0.1020974,0.0006885838,0.00143988,0.008353341,0.004358592,0.00317726,0.005361012,0.001428115,0.0001090557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502297,"about_ca_system_score_gemma":0.01857427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04437821,"about_ca_topic_score_gemma":0.06231422,"domain_scores_codex":[0.9482884,0.0322252,0.006040445,0.002316425,0.007983385,0.003146148],"domain_scores_gemma":[0.8718907,0.07794455,0.02795149,0.00594398,0.01245628,0.003813017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002960922,0.003516543,0.4562946,0.02520686,0.003122437,0.0004485399,0.1660666,0.0006701747,0.0004532307,0.003278164,0.001794208,0.3361877],"study_design_scores_gemma":[0.001888281,0.005023809,0.8157727,0.02305521,0.00232827,0.0002750545,0.1384651,0.0004229402,0.0006429546,0.0006944179,0.01132063,0.0001106126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575912,0.03453502,0.0004604325,0.001754905,0.00009361187,0.001194023,0.000320991,0.0000104413,0.004039437],"genre_scores_gemma":[0.9918513,0.006530439,0.0005281167,0.0004353923,0.00002145077,0.0004476289,0.0001157535,0.000003885261,0.00006611564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04437821,"threshold_uncertainty_score":0.2029015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509730852","doi":"10.2147/jmdh.s113727","title":"Psychometric properties of the Canadian Occupational Performance Measure in home-dwelling older adults","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Helsedirektoratet","keywords":"Medicine; Occupational therapy; Physical therapy; Interpretability; Rehabilitation; Activities of daily living; Construct validity; Gerontology; Population; Quality of life (healthcare); Multidisciplinary approach; Physical medicine and rehabilitation; Clinical psychology; Psychometrics; Nursing","authors":[{"name":"Hanne Tuntland","is_ca":false},{"name":"Mona Kristin Aaslund","is_ca":false},{"name":"Eva Langeland","is_ca":false},{"name":"Birgitte Espehaug","is_ca":false},{"name":"Ingvild Kjeken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163327662112078,"gpt":0.4269251473992659,"spread":0.3105923811880582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007177015,0.0004421152,0.00071071,0.002319708,0.001302307,0.0009521404,0.001219042,0.000611569,0.001743136],"category_scores_gemma":[0.02465762,0.0002101552,0.001324042,0.002556124,0.0006173812,0.0004975489,0.001249264,0.0006931704,0.0002688378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005840515,"about_ca_system_score_gemma":0.007885099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4312325,"about_ca_topic_score_gemma":0.4243354,"domain_scores_codex":[0.9947631,0.0006178776,0.000470663,0.000317454,0.003579298,0.0002516977],"domain_scores_gemma":[0.989597,0.002278158,0.001736842,0.0002724771,0.005219814,0.0008956583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003814374,0.0002768009,0.9428247,0.0003768436,0.0003707026,0.00005652797,0.001104827,0.0004881139,0.0002094886,0.0003073652,0.002538879,0.05106437],"study_design_scores_gemma":[0.00002740099,0.0001501953,0.9973469,0.00007412958,0.00003893086,0.00003126353,0.0002848865,0.0005569335,0.00005899202,0.00005528237,0.001362736,0.00001239954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821559,0.001956759,0.0009379748,0.0004726105,0.00008803658,0.0008666832,0.002422457,0.00005199948,0.01104767],"genre_scores_gemma":[0.9931927,0.0006994486,0.002669118,0.0001460346,0.00002458591,0.0005416365,0.001938672,0.000009600145,0.0007780628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4312325,"threshold_uncertainty_score":0.8574448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386933299","doi":"10.2147/jmdh.s419923","title":"Health Care Equity Through Intelligent Edge Computing and Augmented Reality/Virtual Reality: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Computer science; Augmented reality; Edge computing; Data science; Knowledge management; Enhanced Data Rates for GSM Evolution; Artificial intelligence; Economics","authors":[{"name":"Vishal Lakshminarayanan","is_ca":false},{"name":"Aswathy Ravikumar","is_ca":false},{"name":"Harini Sriraman","is_ca":false},{"name":"Sujatha Alla","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2092157644151297,"gpt":0.482410745156811,"spread":0.2731949807416814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003991031,0.001001588,0.0039709,0.008045585,0.0005164039,0.002348287,0.001534182,0.001490535,0.006272075],"category_scores_gemma":[0.01831901,0.0006097543,0.004130195,0.008631361,0.0006406457,0.002282912,0.001321725,0.001095811,0.0003803729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644652,"about_ca_system_score_gemma":0.00888886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005817879,"about_ca_topic_score_gemma":0.01706037,"domain_scores_codex":[0.9974896,0.000742595,0.0007755579,0.000238527,0.0006559434,0.00009790548],"domain_scores_gemma":[0.9855591,0.01109114,0.00162678,0.000170879,0.001371805,0.0001803533],"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":[0.0001542152,0.00005252098,0.0008463578,0.6770076,0.003023376,0.00009451425,0.0002183836,0.0001947121,0.0001495764,0.001015637,0.005298895,0.3119442],"study_design_scores_gemma":[0.0001380716,0.0002543252,0.004655109,0.8614119,0.02540764,0.0009097934,0.0004975456,0.0002061084,0.0002478708,0.001513622,0.1046923,0.00006583744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002053735,0.9991511,0.00008642346,0.0001877153,0.00004012772,0.0000445618,0.00008776518,0.000002786127,0.0001941804],"genre_scores_gemma":[0.00242054,0.99698,0.0002128109,0.0001915621,0.00003457475,0.00006382502,0.00005239744,0.000001518995,0.00004271761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008045585,"threshold_uncertainty_score":0.0211069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977881802","doi":"10.2147/jmdh.s72633","title":"Barriers to discharge in an acute care medical teaching unit: a qualitative analysis of health providers’ perceptions","year":2015,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Calgary","funders":"","keywords":"Unit (ring theory); Qualitative research; Health care; Medicine; Perception; Medical education; Data science; Nursing; Psychology; Computer science; Sociology; Political science; Social science; Mathematics education","authors":[{"name":"B. Okoniewska","is_ca":true},{"name":"Maria Santana","is_ca":true},{"name":"Horacio Groshaus","is_ca":true},{"name":"Svetlana Stajkovic","is_ca":true},{"name":"Jennifer Cowles","is_ca":true},{"name":"David Chakravorty","is_ca":true},{"name":"William A. Ghali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09774278299850192,"gpt":0.4901232438475405,"spread":0.3923804608490386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01381277,0.0005083248,0.0008325331,0.001782702,0.008150658,0.004750885,0.001790258,0.001992038,0.00266016],"category_scores_gemma":[0.02600696,0.0007719646,0.0006164085,0.00180828,0.007193546,0.004038427,0.004935097,0.003618526,0.0002498575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007634424,"about_ca_system_score_gemma":0.00836671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02430948,"about_ca_topic_score_gemma":0.02579677,"domain_scores_codex":[0.9901928,0.006634861,0.0003573799,0.0003764987,0.0008325961,0.001605937],"domain_scores_gemma":[0.9770398,0.01696029,0.001723018,0.0003061788,0.001881105,0.002089547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001920724,0.00003048085,0.002841645,0.00009614931,0.000002834895,0.0002737976,0.9944202,0.00002178027,0.0002657351,0.0004157835,0.0002145566,0.001397701],"study_design_scores_gemma":[0.000001575538,0.00001839416,0.001243333,0.00007517485,0.000001467731,0.00005517734,0.9972461,0.00003743654,0.00008006916,0.0000689805,0.001166961,0.000005349673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992897,0.0003526839,0.00122774,0.002874969,0.00004451954,0.0001714034,0.0001547385,0.00001027472,0.00226662],"genre_scores_gemma":[0.9955248,0.0006442573,0.0007005415,0.0009150745,0.00001738297,0.000268664,0.00008305094,0.00002046376,0.001825839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02430948,"threshold_uncertainty_score":0.07304978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009133990","doi":"10.2147/jmdh.s5338","title":"“Integrated knowledge translation” for globally oriented public health practitioners and scientists: Framing together a sustainable transfrontier knowledge translation vision","year":2010,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"Canadian Health Services Research Foundation; Canadian Institutes of Health Research; Université Laval; Florida International University; George Washington University","keywords":"Knowledge translation; Reductionism; Framing (construction); Knowledge management; Sociology; Public relations; Engineering ethics; Computer science; Epistemology; Political science; Engineering","authors":[{"name":"V. Lapaige","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4257075292521658,"gpt":0.6044934402979877,"spread":0.1787859110458219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1261518,0.001643269,0.001180048,0.006373996,0.02184629,0.04673696,0.005666138,0.01826682,0.0187549],"category_scores_gemma":[0.08150305,0.001139243,0.001637944,0.00843946,0.05811111,0.02644193,0.03293751,0.0194973,0.006092576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07917128,"about_ca_system_score_gemma":0.3099146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2702341,"about_ca_topic_score_gemma":0.3700957,"domain_scores_codex":[0.9108915,0.04903621,0.004777543,0.00454428,0.01970593,0.01104461],"domain_scores_gemma":[0.8639735,0.0475693,0.005566842,0.0118396,0.0466998,0.02435102],"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":[0.0000828089,0.0001600531,0.002163348,0.002885513,0.00005435076,0.0005714991,0.04073889,0.0008597568,0.001099741,0.6151043,0.2261973,0.1100825],"study_design_scores_gemma":[0.00005462169,0.00006303729,0.001991449,0.004926987,0.00003927647,0.0002503658,0.05892713,0.001529659,0.001167806,0.2266878,0.7042319,0.0001299289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00378486,0.00960784,0.04353606,0.8270369,0.006111222,0.001108698,0.0003716694,0.0004763046,0.1079665],"genre_scores_gemma":[0.3018546,0.03757311,0.3054216,0.2443665,0.005580123,0.003306025,0.001499162,0.001380664,0.09901804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2702341,"threshold_uncertainty_score":0.6671624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063527538","doi":"10.2147/jmdh.s26375","title":"Patient and referring health care provider satisfaction with a physiotherapy spinal triage assessment service","year":2011,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Triage; Medicine; Patient satisfaction; Thematic analysis; Health care; Service provider; Customer satisfaction; Family medicine; Complaint; Service (business); Nursing; Physical therapy; Medical emergency; Qualitative research","authors":[{"name":"Brenna Bath","is_ca":true},{"name":"Janzen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04486014050138723,"gpt":0.3874792382683891,"spread":0.3426190977670018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008337765,0.0001585517,0.000511606,0.0006705578,0.000763008,0.001149167,0.0004536207,0.0005855517,0.005368093],"category_scores_gemma":[0.03403609,0.0001447617,0.0006558804,0.0008125846,0.0005138323,0.0005384527,0.000913006,0.0007361777,0.0003566424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009150116,"about_ca_system_score_gemma":0.001198986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004332746,"about_ca_topic_score_gemma":0.004089008,"domain_scores_codex":[0.9906618,0.005363815,0.0008566617,0.0003673586,0.002059916,0.0006904193],"domain_scores_gemma":[0.9790347,0.00964324,0.004952887,0.0003878487,0.004002684,0.001978579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004568856,0.0004992922,0.953187,0.0002498804,0.0001113411,0.0003985677,0.01388319,0.000186963,0.0007399666,0.00006954616,0.001105763,0.02911161],"study_design_scores_gemma":[0.00004348692,0.001793889,0.9649634,0.00009880878,0.00006476417,0.0007253648,0.0292713,0.001161668,0.0003583774,0.00005023619,0.00143657,0.00003225552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976494,0.00008050805,0.0002496868,0.0004011266,0.000009477561,0.00006852173,0.0001642776,0.00001205055,0.001364977],"genre_scores_gemma":[0.9989274,0.00007127303,0.0004385173,0.0001442907,0.00001142464,0.00006093347,0.000112309,0.000004363088,0.0002293178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008337765,"threshold_uncertainty_score":0.04409486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2503492450","doi":"10.2147/jmdh.s107796","title":"Theoretical domains framework to assess barriers to change for planning health care quality interventions: a systematic literature review","year":2016,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia; Child and Family Research Institute","funders":"","keywords":"Psychological intervention; Concordance; Context (archaeology); Systematic review; Descriptive statistics; Health care; Psychology; Quality (philosophy); MEDLINE; Medicine; Applied psychology; Computer science; Nursing; Mathematics; Statistics; Political science","authors":[{"name":"Jean‐Paul Collet","is_ca":true},{"name":"Hamideh Sarmast","is_ca":true},{"name":"Niranjan Kissoon","is_ca":true},{"name":"Mirkaber Mosavianpour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6712111587088551,"gpt":0.7348702610272051,"spread":0.06365910231835004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08012459,0.002827839,0.00787608,0.04865693,0.002274252,0.007321513,0.004320042,0.002872038,0.003989625],"category_scores_gemma":[0.1752751,0.001841172,0.01444956,0.02865137,0.003093208,0.009101317,0.004501721,0.002837752,0.0003608013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02185082,"about_ca_system_score_gemma":0.06449268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757296,"about_ca_topic_score_gemma":0.03127068,"domain_scores_codex":[0.9333504,0.03243822,0.01634849,0.002817221,0.01397965,0.001066003],"domain_scores_gemma":[0.841359,0.1281638,0.01391808,0.00219415,0.01330825,0.001056676],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001770562,0.0001187793,0.00940626,0.7427846,0.009491907,0.0001614264,0.003040574,0.001515933,0.0001190676,0.008130261,0.003618499,0.2214357],"study_design_scores_gemma":[0.0002696893,0.0001392317,0.007787665,0.9451147,0.0200004,0.0003481831,0.003006669,0.001249882,0.0001667071,0.004519646,0.01729457,0.0001025976],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00563727,0.9637091,0.01129849,0.003681395,0.0004147203,0.01082638,0.001668386,0.00007701639,0.002687284],"genre_scores_gemma":[0.120817,0.769362,0.0689989,0.002715769,0.0002549041,0.03502705,0.00229317,0.00003843451,0.0004928075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9198754,"threshold_uncertainty_score":0.4237444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509215647","doi":"10.2147/jmdh.s93454","title":"Menkes disease: what a multidisciplinary approach can do","year":2016,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Trace Elements in Health","field":"Nursing","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Disease; Menkes disease; Medicine; Intensive care medicine; Failure to thrive; Quality of life (healthcare); Bioinformatics; Multidisciplinary approach; Neuroscience; Pathology; Physiology; Pediatrics; Biology; Copper metabolism","authors":[{"name":"Asuri N. Prasad","is_ca":true},{"name":"Rahul Ojha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07828698741303029,"gpt":0.4171372240870899,"spread":0.3388502366740596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00186308,0.001448211,0.002077537,0.001613848,0.0009405279,0.00216084,0.001435675,0.005338081,0.004684705],"category_scores_gemma":[0.0043615,0.000302588,0.0009741783,0.0009688806,0.001032041,0.004951027,0.002164157,0.005514962,0.003019011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009029649,"about_ca_system_score_gemma":0.002593321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146753,"about_ca_topic_score_gemma":0.004515326,"domain_scores_codex":[0.9992045,0.0002832425,0.0001326907,0.0000845125,0.0002188991,0.00007617525],"domain_scores_gemma":[0.9984578,0.000696454,0.0001297898,0.00004709359,0.0003511013,0.0003177952],"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":[0.00007777102,0.0001621688,0.0006691688,0.01931786,0.0001593242,0.00090655,0.0005128394,0.000150492,0.0003151845,0.006837584,0.1335945,0.8372964],"study_design_scores_gemma":[0.00006468296,0.0001398329,0.001802866,0.04840915,0.0001377726,0.005679491,0.001448599,0.00007410042,0.0001031776,0.01448383,0.9275876,0.00006891089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001518503,0.9621371,0.0005915835,0.03002817,0.004825961,0.00001856892,0.00002099888,0.00002535554,0.002200396],"genre_scores_gemma":[0.001739591,0.9776483,0.002079477,0.01299704,0.004049142,0.00006265176,0.00004797849,0.00001006222,0.001365663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005338081,"threshold_uncertainty_score":0.01567191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197288390","doi":"10.2147/jmdh.s327893","title":"Premenstrual Syndrome and Its Impact on the Quality of Life of Female Medical Students at Bisha University, Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":53,"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":"University of Bisha","keywords":"Medicine; Logistic regression; Quality of life (healthcare); Menstruation; Test (biology); Affect (linguistics); Family medicine; Personality; Cross-sectional study; Clinical psychology; Physical therapy; Internal medicine; Psychology; Nursing; Pathology","authors":[{"name":"Abdullah Alshahrani","is_ca":false},{"name":"Elhadi Miskeen","is_ca":false},{"name":"Farah M. Shroff","is_ca":true},{"name":"Suaad Elnour","is_ca":false},{"name":"Rawan Algahtani","is_ca":false},{"name":"Ilham Youssry","is_ca":false},{"name":"Samar Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07395143691133503,"gpt":0.4248480290336503,"spread":0.3508965921223153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712699,0.0001438717,0.0001743082,0.000398151,0.0004004492,0.0003810156,0.0001166097,0.0001908654,0.002332739],"category_scores_gemma":[0.0011491,0.00008622113,0.0001672981,0.0003025387,0.0001243168,0.0001622617,0.0002981204,0.0002534856,0.0001762783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760676,"about_ca_system_score_gemma":0.0002479325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718347,"about_ca_topic_score_gemma":0.004085646,"domain_scores_codex":[0.9997808,0.00005736736,0.00002324053,0.00001931472,0.0000669417,0.00005222556],"domain_scores_gemma":[0.9993978,0.00006503749,0.0002764777,0.00001217106,0.00009281712,0.000155664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006856324,0.00008587766,0.9917963,0.0000436542,0.00002652533,0.0001650826,0.0006223984,0.00001285319,0.0004531261,0.00001699411,0.0002140964,0.006494583],"study_design_scores_gemma":[0.00000400668,0.0001651834,0.997728,0.00002652696,0.0000103908,0.000320517,0.001231353,0.00003795799,0.00004822387,0.000007389949,0.0004179913,0.00000243687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989265,0.0005256685,0.000008463652,0.0001392981,0.000007215428,0.000003743415,0.00005419819,6.823027e-7,0.0003342251],"genre_scores_gemma":[0.999404,0.0003205628,0.00002068544,0.00003965951,0.000008637352,0.000002772158,0.00004174474,2.54806e-7,0.0001617766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002718347,"threshold_uncertainty_score":0.007803798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782830987","doi":"10.2147/jmdh.s151745","title":"Exploring the characteristics, global distribution and reasons for retraction of published articles involving human research participants: a literature survey","year":2018,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Scientific misconduct; Misconduct; Human research; Medicine; Research integrity; Research ethics; Psychology; Alternative medicine; Political science; Law; Pathology; Psychiatry; Public relations","authors":[{"name":"Guowei Li","is_ca":true},{"name":"Mariam Kamel","is_ca":true},{"name":"Yanling Jin","is_ca":true},{"name":"Michael Xu","is_ca":true},{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Zainab Samaan","is_ca":true},{"name":"Mitchell Levine","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3137519640706948,"gpt":0.4732096041772798,"spread":0.159457640106585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.07895461,0.0005580611,0.001661681,0.03539435,0.001907137,0.004208898,0.002410667,0.002175503,0.003824771],"category_scores_gemma":[0.3060995,0.00084267,0.002240527,0.02972714,0.002601897,0.01112151,0.003537473,0.001561609,0.001437269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003451348,"about_ca_system_score_gemma":0.007255988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865041,"about_ca_topic_score_gemma":0.004048981,"domain_scores_codex":[0.9123905,0.02785346,0.03572136,0.004970324,0.01746458,0.001599759],"domain_scores_gemma":[0.4696175,0.3080206,0.1583972,0.007072486,0.05140493,0.00548728],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005764514,0.0002611839,0.6189794,0.07983874,0.001750798,0.001909488,0.05079031,0.0001798799,0.0007546064,0.001554729,0.01618654,0.2272179],"study_design_scores_gemma":[0.0001077811,0.0006076278,0.7606828,0.07935508,0.001279705,0.007842764,0.08881983,0.0004117866,0.000647082,0.001301237,0.05867943,0.0002648571],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742171,0.2897956,0.00284785,0.01441161,0.0005888282,0.001576649,0.008494991,0.0001051885,0.007962133],"genre_scores_gemma":[0.8121569,0.1669355,0.005919287,0.004983102,0.0006995539,0.002461411,0.005520836,0.000108914,0.001214507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978245,"threshold_uncertainty_score":0.4175569,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","bibliometrics","research_integrity"],"domain":"evaluation","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3154623767","doi":"10.2147/jmdh.s300118","title":"Job Satisfaction and Associated Factors Among Health Care Professionals Working in Public Health Facilities in Ethiopia: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CINAHL; Job satisfaction; Medicine; Nursing; Health care; Systematic review; Family medicine; MEDLINE; Guideline; Government (linguistics); Psychology; Psychological intervention","authors":[{"name":"Hailemichael Kindie Abate","is_ca":false},{"name":"Chilot Kassa Mekonnen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2098522359192723,"gpt":0.4947636403503929,"spread":0.2849114044311207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003945038,0.001125567,0.005251394,0.008292273,0.0007729299,0.001953197,0.001160766,0.001396463,0.002948184],"category_scores_gemma":[0.01561867,0.000808074,0.005354502,0.007951878,0.0004831683,0.001317353,0.00107107,0.0007247394,0.0001353605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290731,"about_ca_system_score_gemma":0.008553453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007136779,"about_ca_topic_score_gemma":0.02062134,"domain_scores_codex":[0.9973708,0.0007551843,0.00102608,0.0002425748,0.0004731223,0.0001321851],"domain_scores_gemma":[0.988314,0.008164464,0.002195813,0.0001221077,0.0009984139,0.0002051624],"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":[0.0002439071,0.00005089215,0.003714465,0.9422093,0.008627882,0.0001452945,0.0003493744,0.00007446603,0.00009815436,0.000114108,0.000915148,0.043457],"study_design_scores_gemma":[0.0002450433,0.0004787671,0.0287664,0.867205,0.08833436,0.0008768893,0.001310052,0.00013304,0.0002179836,0.0001960367,0.01217502,0.00006144766],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004418144,0.9947146,0.00007323088,0.0001268692,0.00005400746,0.0001623586,0.0002756689,0.000004467018,0.0001707038],"genre_scores_gemma":[0.03552402,0.9631896,0.0003895311,0.0002025433,0.00005753167,0.0003505211,0.0002125661,0.000002564036,0.00007114098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008292273,"threshold_uncertainty_score":0.02086359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990146041","doi":"10.2147/jmdh.s40020","title":"A critical exploration of the International Classification of Functioning, Disability, and Health (ICF) framework from the perspective of oncology: recommendations for revision","year":2013,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"International Classification of Functioning, Disability and Health; Context (archaeology); Quality of life (healthcare); Health care; Medicine; Rehabilitation; Perspective (graphical); Conceptual framework; MEDLINE; Medical education; Psychology; Nursing; Physical therapy; Computer science","authors":[{"name":"Catherine Bornbaum","is_ca":true},{"name":"Doyle","is_ca":true},{"name":"Skarakis-Doyle","is_ca":false},{"name":"Theurer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1420522819289555,"gpt":0.4508910257646386,"spread":0.3088387438356831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.329809,0.003168011,0.004528935,0.02293663,0.009868956,0.01888233,0.01419157,0.01167765,0.005585908],"category_scores_gemma":[0.4774638,0.001834475,0.004965413,0.01966784,0.02278746,0.03026647,0.01056475,0.03274069,0.002418959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04055801,"about_ca_system_score_gemma":0.1818855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08699991,"about_ca_topic_score_gemma":0.08007933,"domain_scores_codex":[0.8091274,0.1110755,0.03360301,0.005692325,0.03487753,0.005624188],"domain_scores_gemma":[0.4549474,0.2368101,0.01891227,0.01763406,0.2607978,0.01089842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009907097,0.000252538,0.005958166,0.006409815,0.0001016303,0.000587174,0.0177579,0.0009048313,0.0003400766,0.1218874,0.4912786,0.3544228],"study_design_scores_gemma":[0.0001624242,0.00021845,0.009728737,0.08535466,0.0002384789,0.00111539,0.04091628,0.003699216,0.0004251075,0.1168673,0.7406399,0.000634048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003795353,0.06907338,0.03954504,0.8276764,0.04200693,0.007532141,0.001376862,0.0004051203,0.008588745],"genre_scores_gemma":[0.08734155,0.1214448,0.5134425,0.1996098,0.0243862,0.0399427,0.006245311,0.0007120897,0.00687503],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.329809,"threshold_uncertainty_score":0.8264648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909154269","doi":"10.2147/jmdh.s183275","title":"Assessing staff awareness and effectiveness of educational training on IT security and privacy in a large healthcare organization","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Information and Cyber Security","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services","funders":"Alberta Health Services","keywords":"Health care; Information security; Personally identifiable information; Stratified sampling; Internet privacy; Perception; Training (meteorology); Medical education; Psychology; Medicine; Computer science; Computer security","authors":[{"name":"Mubashir Arain","is_ca":true},{"name":"Rima C. Tarraf","is_ca":true},{"name":"Armghan Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02757431042489952,"gpt":0.3528415733504707,"spread":0.3252672629255712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864539,0.0002583939,0.0003030283,0.0008782931,0.001115876,0.000979061,0.000690895,0.0004631022,0.00133378],"category_scores_gemma":[0.02180433,0.0003573406,0.0003830158,0.0007482044,0.0005814579,0.0005417807,0.0009511151,0.0006432916,0.0002481567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004388849,"about_ca_system_score_gemma":0.0080273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04819213,"about_ca_topic_score_gemma":0.06457609,"domain_scores_codex":[0.9957407,0.001474547,0.0004525864,0.000230689,0.001227019,0.0008744885],"domain_scores_gemma":[0.9726689,0.007055827,0.008104878,0.0007248248,0.005245053,0.006200459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005313075,0.002266267,0.9474649,0.0001983735,0.00007411255,0.00008240671,0.01092599,0.000226209,0.0009473604,0.00002911787,0.0005998542,0.03665405],"study_design_scores_gemma":[0.00001987381,0.00197656,0.9858251,0.00007871458,0.00003389229,0.00003360879,0.01086241,0.000303937,0.0003528634,0.0000131452,0.0004831284,0.0000167881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993475,0.0000375577,0.00004818809,0.00008404288,0.000003125706,0.0000416192,0.00002833791,0.000006906144,0.0004027318],"genre_scores_gemma":[0.9992589,0.00007924986,0.000336243,0.00005701646,0.000005400252,0.00004622458,0.00004544588,0.000001547917,0.000169973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04819213,"threshold_uncertainty_score":0.09582329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963845951","doi":"10.2147/jmdh.s5220","title":"A controlled study of the effect of a mindfulness-based stress reduction technique in women with multiple chemical sensitivity, chronic fatigue syndrome, and fibromyalgia","year":2009,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fibromyalgia; Mindfulness-based stress reduction; Mindfulness; Checklist; Medicine; Psychological intervention; Physical therapy; Statistical significance; Distress; Nova scotia; Clinical psychology; Psychology; Psychiatry; Internal medicine","authors":[{"name":"Tara Sampalli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265958455807617,"gpt":0.3122489068115488,"spread":0.2995893222534726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709608,0.0006513759,0.001095825,0.0004676132,0.0008036006,0.0002986854,0.000590144,0.0009416125,0.003622148],"category_scores_gemma":[0.00186909,0.0004334461,0.0007331487,0.0003540527,0.0008646288,0.0002911296,0.0003892753,0.0008909094,0.0002301055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788668,"about_ca_system_score_gemma":0.001231278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719738,"about_ca_topic_score_gemma":0.00558231,"domain_scores_codex":[0.9990731,0.0004468533,0.00009503954,0.0001469594,0.0001234044,0.0001145764],"domain_scores_gemma":[0.9989729,0.0004872127,0.0001905052,0.00007769463,0.00006794443,0.0002036756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4632322,0.3599803,0.01397878,0.004345931,0.001174683,0.0005235776,0.002125654,0.0003274712,0.02674668,0.0001498521,0.0006775087,0.1267374],"study_design_scores_gemma":[0.1633849,0.7960812,0.0374127,0.00008810873,0.0005255912,0.00009922017,0.0002429049,0.0001595203,0.001186171,0.00003634121,0.0007622598,0.00002105662],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952815,0.0009274964,0.0002318499,0.00009268933,0.00009332618,0.002871275,0.00009635389,0.00001670459,0.0003888513],"genre_scores_gemma":[0.9873712,0.001449538,0.00210138,0.0002892352,0.0002679571,0.007084153,0.0001954452,0.000005503957,0.001235514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003622148,"threshold_uncertainty_score":0.01211727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385582423","doi":"10.2147/jmdh.s245620","title":"Atypical Hemolytic-Uremic Syndrome: Genetic Basis, Clinical Manifestations, and a Multidisciplinary Approach to Management","year":2023,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Eculizumab; Thrombotic microangiopathy; Medicine; Atypical hemolytic uremic syndrome; Immunology; Hemolytic anemia; Complement system; Disease; Internal medicine; Antibody","authors":[{"name":"Keval Yerigeri","is_ca":false},{"name":"Saurav Kadatane","is_ca":false},{"name":"Kai Mongan","is_ca":false},{"name":"Olivia Boyer","is_ca":false},{"name":"Linda Burke","is_ca":false},{"name":"Sidharth Kumar Sethi","is_ca":false},{"name":"Christoph Licht","is_ca":true},{"name":"Rupesh Raina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1297204445025704,"gpt":0.4315957173389599,"spread":0.3018752728363894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139907,0.0007546148,0.0006486186,0.0007786312,0.001019669,0.0006156631,0.0005597312,0.001634964,0.001395237],"category_scores_gemma":[0.0009849436,0.0001644236,0.0003859955,0.000340015,0.0003300278,0.001036491,0.000770967,0.00230619,0.0002249726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006701589,"about_ca_system_score_gemma":0.001189906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171066,"about_ca_topic_score_gemma":0.001598306,"domain_scores_codex":[0.9997348,0.00005479055,0.00004473866,0.00003695975,0.00006563464,0.00006300342],"domain_scores_gemma":[0.9997569,0.00004151588,0.00003116714,0.000005485887,0.00004353923,0.0001214448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002489874,0.0009392502,0.1486372,0.0009112753,0.0002009551,0.6728433,0.0008055283,0.003113044,0.008710967,0.006250392,0.03150648,0.1258326],"study_design_scores_gemma":[0.0001098912,0.0003607466,0.07954248,0.002377874,0.0001232797,0.8707292,0.00144189,0.006398044,0.0009509136,0.008960933,0.02888688,0.0001178879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5778267,0.1748714,0.04634353,0.1229611,0.005512977,0.001203114,0.0006589859,0.0006488995,0.06997319],"genre_scores_gemma":[0.9192765,0.03522426,0.01683187,0.01512641,0.006566972,0.0003343786,0.0005985215,0.00003418604,0.006006873],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001634964,"threshold_uncertainty_score":0.004862428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160744168","doi":"10.2147/jmdh.s304078","title":"Association Between Mass Media Use and Maternal Healthcare Service Utilisation in Malawi","year":2021,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Odds ratio; Odds; Medicine; Childbirth; Logistic regression; Demography; Population; Obstetrics; Pregnancy; Environmental health; Internal medicine","authors":[{"name":"Yanjie Wang","is_ca":false},{"name":"Josephine Etowa","is_ca":true},{"name":"Ghose Bishwajit","is_ca":false},{"name":"Shangfeng Tang","is_ca":false},{"name":"Lü Ji","is_ca":false},{"name":"Rui Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0500648402141562,"gpt":0.3394180198550847,"spread":0.2893531796409285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004959218,0.0001731692,0.0001395552,0.0009713665,0.0002807236,0.0006508658,0.0002162649,0.0001736766,0.00221418],"category_scores_gemma":[0.002935354,0.0001707343,0.0002094852,0.001018032,0.0002751112,0.0004191246,0.000532569,0.0003203652,0.0001188469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171585,"about_ca_system_score_gemma":0.0003314268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133425,"about_ca_topic_score_gemma":0.02543612,"domain_scores_codex":[0.999503,0.0002196017,0.00004708888,0.00004367196,0.00009069507,0.00009600325],"domain_scores_gemma":[0.9978727,0.0004347251,0.001370693,0.0000549521,0.0001404149,0.0001265311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002313517,0.00001891922,0.9954706,0.00005792954,0.00003441609,0.00005952281,0.0003867103,0.00001783746,0.00008797228,0.00003010035,0.0001813274,0.003631533],"study_design_scores_gemma":[9.911663e-7,0.00002865447,0.998708,0.00005913977,0.00001687086,0.00009358632,0.0004682481,0.0000992362,0.00004738547,0.0000145159,0.0004615119,0.000001927972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957756,0.001605886,0.00008982922,0.0004398154,0.00001096948,0.0000147882,0.001058845,0.000005118722,0.000999133],"genre_scores_gemma":[0.9987773,0.0006824221,0.00007188326,0.00004137663,0.0000140175,0.000009736676,0.000211002,7.994836e-7,0.0001913307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133425,"threshold_uncertainty_score":0.04242015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980752534","doi":"10.2147/jmdh.s208888","title":"<p>Experience of patients and practitioners with a team and technology approach to chronic back disorder management</p>","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Telehealth; Thematic analysis; Medicine; Videoconferencing; Nursing; Telemedicine; Collaborative Care; Health care; Telerehabilitation; Family medicine; Qualitative research; Primary care; Multimedia","authors":[{"name":"Stacey Lovo","is_ca":true},{"name":"Elizabeth Harrison","is_ca":true},{"name":"Megan E. O’Connell","is_ca":true},{"name":"Catherine Trask","is_ca":true},{"name":"Brenna Bath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01430565327874831,"gpt":0.3232372233127914,"spread":0.3089315700340431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003406031,0.0002369504,0.000270882,0.0002985192,0.003935207,0.002174181,0.0006002451,0.001352828,0.004280271],"category_scores_gemma":[0.005703257,0.0003209261,0.000255469,0.0003891528,0.002828017,0.001768444,0.003245663,0.001955451,0.0005108402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345166,"about_ca_system_score_gemma":0.00233107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527112,"about_ca_topic_score_gemma":0.006857848,"domain_scores_codex":[0.9969714,0.001893916,0.0001055969,0.0001752217,0.0002973169,0.0005564892],"domain_scores_gemma":[0.9958357,0.001408813,0.0006971323,0.000106258,0.0003595411,0.001592566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002220528,0.0009054519,0.06911592,0.000413945,0.0000314125,0.006617817,0.8648763,0.0002947476,0.003480459,0.0008481277,0.005470699,0.04772313],"study_design_scores_gemma":[0.00006110599,0.001711628,0.04239531,0.0002487763,0.00002782576,0.0105656,0.9249364,0.0004762413,0.0008350359,0.0004535102,0.01822359,0.00006494533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945532,0.0003512143,0.0005641365,0.001831197,0.00002698552,0.00004327636,0.00002543754,0.00001290865,0.002591448],"genre_scores_gemma":[0.9975037,0.0002450165,0.0004828746,0.0006781604,0.00001840795,0.00005184054,0.00001368492,0.000005098339,0.001001244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004280271,"threshold_uncertainty_score":0.01801306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2271444329","doi":"10.2147/jmdh.s94676","title":"Facebook as a tool for communication, collaboration, and informal knowledge exchange among members of a multisite family health team","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychology; Medical education; Family medicine; Medicine","authors":[{"name":"Aïsha Lofters","is_ca":true},{"name":"Morgan Slater","is_ca":true},{"name":"Emily Nicholas","is_ca":false},{"name":"Fok‐Han Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06808472496836765,"gpt":0.4284020270992536,"spread":0.360317302130886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007149945,0.000423132,0.000276356,0.001139973,0.002100608,0.001422483,0.0009178511,0.0005492294,0.003178431],"category_scores_gemma":[0.01574408,0.0003006957,0.0003434046,0.0004584446,0.0009397658,0.001511079,0.002418164,0.0003576379,0.0004586105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020942,"about_ca_system_score_gemma":0.004974878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009536757,"about_ca_topic_score_gemma":0.03439156,"domain_scores_codex":[0.99246,0.005636565,0.0002173208,0.0002497586,0.001002391,0.0004339094],"domain_scores_gemma":[0.9835441,0.008233766,0.001952927,0.0009682857,0.001329491,0.00397157],"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":[0.002278504,0.009898168,0.1790079,0.001329111,0.0001241277,0.001282203,0.09932464,0.0006325171,0.009466933,0.0003410072,0.01167983,0.684635],"study_design_scores_gemma":[0.002594256,0.0337366,0.7168124,0.002632495,0.0006663716,0.001706358,0.1240904,0.007398687,0.01170607,0.001170644,0.09715198,0.0003335934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891295,0.0002039961,0.001997757,0.0008226963,0.00003656709,0.001688284,0.0001406594,0.0002180194,0.005762576],"genre_scores_gemma":[0.9817284,0.0002593598,0.01405387,0.00016134,0.00004479582,0.001937444,0.0001287468,0.00002053094,0.001665485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009536757,"threshold_uncertainty_score":0.03781301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338089691","doi":"10.2147/jmdh.s97695","title":"Chemotherapy-induced nausea and vomiting: exploring patients’ subjective experience","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Nausea and vomiting management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"Universiti Sultan Zainal Abidin","keywords":"Nausea; Vomiting; Medicine; Breast cancer; Chemotherapy; Chemotherapy-induced nausea and vomiting; Thematic analysis; Qualitative research; Internal medicine; Physical therapy; Cancer; Antiemetic","authors":[{"name":"Pei Lin Lua","is_ca":true},{"name":"Noor Salihah Zakaria","is_ca":false},{"name":"Nik Mazlan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1027516761120344,"gpt":0.3607116307095904,"spread":0.2579599545975561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250097,0.0001505832,0.0002658004,0.0004322302,0.001127305,0.001632778,0.000319811,0.0003970946,0.00163584],"category_scores_gemma":[0.00576483,0.0001284867,0.0002760839,0.0004211955,0.001747714,0.0008859218,0.001611785,0.0007446723,0.0001545086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008641565,"about_ca_system_score_gemma":0.0008740253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525319,"about_ca_topic_score_gemma":0.002497205,"domain_scores_codex":[0.9979743,0.00145318,0.00009907954,0.000067646,0.0002208842,0.0001847931],"domain_scores_gemma":[0.9968722,0.001683303,0.0006254883,0.00006415919,0.0003384047,0.0004164049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001768566,0.00009280381,0.1072251,0.0009474003,0.00005309884,0.001475821,0.8533425,0.0001315894,0.002650537,0.001445101,0.001661695,0.03079753],"study_design_scores_gemma":[0.00001098931,0.0003516953,0.06111865,0.0003890526,0.00002859403,0.003115234,0.9127509,0.0001518247,0.0005336146,0.000486498,0.02101466,0.00004826842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911813,0.00183838,0.0009255107,0.001058355,0.00004546569,0.00004650138,0.0001053454,0.000009160822,0.004789959],"genre_scores_gemma":[0.9984655,0.0005918378,0.0002621702,0.0002263146,0.000009505029,0.00002686416,0.00003040104,0.000002799985,0.0003845801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002250097,"threshold_uncertainty_score":0.01189977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153825273","doi":"10.2147/jmdh.s93103","title":"Implementing best practice in hospital multidisciplinary nutritional care: an example of using the knowledge-to-action process for a research program","year":2015,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Government of Canada; Centrum för Medicinsk Teknik och Fysik","keywords":"Multidisciplinary approach; Process (computing); Action (physics); Computer science; Medicine; Medical education; Data science; Management science; Engineering; Sociology","authors":[{"name":"Celia Laur","is_ca":true},{"name":"Heather Keller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4065809475336283,"gpt":0.5867321475886199,"spread":0.1801512000549916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.416833,0.002103951,0.001635575,0.007805933,0.03033771,0.02687028,0.009333752,0.01434658,0.004274351],"category_scores_gemma":[0.2738051,0.00186891,0.003748313,0.006512128,0.06483834,0.02195867,0.03523137,0.02089981,0.001182177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03605213,"about_ca_system_score_gemma":0.1204269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222596,"about_ca_topic_score_gemma":0.01522802,"domain_scores_codex":[0.372132,0.5858803,0.009521808,0.008227871,0.01757032,0.006667735],"domain_scores_gemma":[0.4441403,0.4564496,0.01181951,0.04357519,0.0289447,0.01507075],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001866648,0.002698446,0.00411437,0.003787627,0.0002400641,0.002364836,0.5374446,0.00307194,0.001453564,0.2550796,0.01098218,0.1785761],"study_design_scores_gemma":[0.000892963,0.002340351,0.005455734,0.01265028,0.0002256403,0.001653518,0.3510003,0.005778015,0.003496101,0.3661564,0.2497828,0.0005679876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09442626,0.007898214,0.39774,0.3519721,0.002703264,0.02037447,0.0001769987,0.0009481871,0.1237605],"genre_scores_gemma":[0.3555321,0.002613703,0.610294,0.01694466,0.0002066148,0.01004365,0.0001004553,0.0002471126,0.004017551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.416833,"threshold_uncertainty_score":0.7191488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1187564817","doi":"10.2147/jmdh.s85817","title":"Adaptive practices in heart failure care teams: implications for patient-centered care in the context of complexity","year":2015,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; London Health Sciences Centre; Vancouver Hospital and Health Sciences Centre; Dalhousie University; Vancouver General Hospital; Western University","funders":"Canadian Institutes of Health Research; Academic Medical Organization of Southwestern Ontario","keywords":"Interdependence; Context (archaeology); Complex adaptive system; Grounded theory; Framing (construction); Health care; Psychology; Nursing; Medicine; Qualitative research; Computer science; Sociology; Engineering; Political science","authors":[{"name":"Kori A. LaDonna","is_ca":true},{"name":"Glendon R. Tait","is_ca":true},{"name":"Joanna Bates","is_ca":true},{"name":"Valerie Schulz","is_ca":true},{"name":"Patricia H. Strachan","is_ca":true},{"name":"Allan McDougall","is_ca":true},{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1634505452884574,"gpt":0.503512985035472,"spread":0.3400624397470147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01967207,0.0004133315,0.0005050193,0.002018176,0.01117682,0.01147132,0.002527461,0.002207232,0.002995714],"category_scores_gemma":[0.04368233,0.0003727151,0.0006575885,0.002173219,0.03047832,0.008468855,0.009667458,0.00370236,0.0001377635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02170225,"about_ca_system_score_gemma":0.03502093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0402264,"about_ca_topic_score_gemma":0.05876581,"domain_scores_codex":[0.9697965,0.02291252,0.000694413,0.001588613,0.002539203,0.002468663],"domain_scores_gemma":[0.9552056,0.03046488,0.004053406,0.001848959,0.002741919,0.005685203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005466115,0.0002053921,0.03765643,0.0006201896,0.0000509104,0.0008189295,0.8620683,0.0005929407,0.0003459175,0.05399951,0.001981142,0.04160573],"study_design_scores_gemma":[0.00005000637,0.0001648743,0.05422374,0.001382977,0.00005233215,0.0006248063,0.8417169,0.001487857,0.0002556787,0.06381406,0.03616031,0.0000663825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916986,0.008089911,0.02786735,0.1045065,0.000491159,0.0009654073,0.0001490227,0.00008245985,0.06614958],"genre_scores_gemma":[0.9933897,0.0008473044,0.003870099,0.001342358,0.00004057171,0.0001610426,0.00001666332,0.00001061025,0.0003216394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0402264,"threshold_uncertainty_score":0.1574615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907506707","doi":"10.2147/jmdh.s183397","title":"An advanced clinician practitioner in arthritis care can improve access to rheumatology care in community-based practice","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Headwaters Health Care Centre; St. Michael's Hospital; William Osler Health System","funders":"Canadian Rheumatology Association; Bristol-Myers Squibb","keywords":"Medicine; Triage; Referral; Cohen's kappa; Kappa; Physical therapy; Rheumatology; Internal medicine; Family medicine; Emergency medicine","authors":[{"name":"Vandana Ahluwalia","is_ca":true},{"name":"Tiffany Larsen","is_ca":true},{"name":"Carol Kennedy","is_ca":true},{"name":"Taucha Inrig","is_ca":true},{"name":"Katie Lundon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02327314389822366,"gpt":0.4129137204852473,"spread":0.3896405765870236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003972366,0.0001745911,0.0001866472,0.000544428,0.000356478,0.0007939212,0.000468064,0.0007830469,0.008800895],"category_scores_gemma":[0.04503741,0.0001893655,0.0001745139,0.0003554357,0.0003253502,0.0008683612,0.001330852,0.0005528266,0.0007200289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006176617,"about_ca_system_score_gemma":0.002281523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130243,"about_ca_topic_score_gemma":0.009257633,"domain_scores_codex":[0.9953271,0.002732961,0.0002193167,0.0003261594,0.0009933749,0.0004011466],"domain_scores_gemma":[0.9797125,0.01053937,0.004003084,0.0007137483,0.002172531,0.002858705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004858987,0.001974025,0.8006821,0.0004223297,0.00005960249,0.0006773931,0.0014073,0.0009043341,0.001095632,0.0002364353,0.004045479,0.1880096],"study_design_scores_gemma":[0.0003324006,0.002944112,0.983167,0.000449314,0.00005059789,0.001707172,0.00146272,0.003325968,0.0002334971,0.0003555401,0.005944814,0.00002686967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855763,0.001585927,0.001458933,0.003488178,0.00008371754,0.0002572303,0.0001006348,0.00007474636,0.007374261],"genre_scores_gemma":[0.9965084,0.000396719,0.002230322,0.0003298612,0.00007327679,0.00004188714,0.00004511895,0.000003454681,0.0003709148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008800895,"threshold_uncertainty_score":0.02944195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004204797","doi":"10.2147/jmdh.s240056","title":"<p>Advice for Junior Faculty Regarding Academic Promotion: What Not to Worry About, and What to Worry About</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Worry; Advice (programming); Promotion (chess); Psychology; Medical education; Medicine; Computer science; Political science; Psychiatry; Anxiety","authors":[{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Laura N. Anderson","is_ca":true},{"name":"Cynthia Lokker","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0929740438381119,"gpt":0.4078369948561884,"spread":0.3148629510180764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01147516,0.0006352458,0.0008064535,0.0009994411,0.009305783,0.007007962,0.001812509,0.007835737,0.02795064],"category_scores_gemma":[0.04485521,0.0005406646,0.0008976331,0.0007766178,0.004475141,0.007176253,0.004057372,0.009233479,0.01868597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258958,"about_ca_system_score_gemma":0.01282286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00612084,"about_ca_topic_score_gemma":0.01307299,"domain_scores_codex":[0.9934673,0.003011564,0.0005398989,0.0003330906,0.001357884,0.001290271],"domain_scores_gemma":[0.9461282,0.009192121,0.004174693,0.001879685,0.008494117,0.03013114],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001531182,0.000518732,0.0133825,0.0006890612,0.00002453965,0.001817252,0.0115333,0.0001436533,0.001973155,0.00150098,0.7397426,0.2285212],"study_design_scores_gemma":[0.00008176883,0.0006357459,0.02786733,0.002477155,0.00005898671,0.004057569,0.07884181,0.0004672055,0.002077587,0.01105738,0.8720417,0.0003358064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0374045,0.007902659,0.01013847,0.8810651,0.01376337,0.0004130754,0.0001864226,0.002491735,0.04663466],"genre_scores_gemma":[0.3642576,0.03083542,0.0635689,0.3691803,0.01564259,0.001020159,0.0005153004,0.001478258,0.1535015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9885249,"threshold_uncertainty_score":0.09350425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013730456","doi":"10.2147/jmdh.s250962","title":"<p>Utilization of an Electronic Triage System by Emergency Department Nurses</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Triage; Cronbach's alpha; Medical emergency; Emergency department; Medicine; Technology acceptance model; Implementation; Scale (ratio); Usability; Nursing; Computer science; Psychometrics","authors":[{"name":"Arwa Alumran","is_ca":false},{"name":"Ohoud Alkhaldi","is_ca":false},{"name":"Zainab Aldroorah","is_ca":false},{"name":"Zainab Alsayegh","is_ca":false},{"name":"Fatimah Alsafwani","is_ca":false},{"name":"Nisreen Maghraby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03409187706197678,"gpt":0.3520553401584256,"spread":0.3179634630964488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009324729,0.0001586178,0.00008723547,0.0003668143,0.0003058133,0.0005481312,0.0002500802,0.0001888097,0.004975263],"category_scores_gemma":[0.006253681,0.00009574083,0.0001221865,0.0003422434,0.0002127575,0.0006413189,0.0004453485,0.0002117777,0.000616673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006546077,"about_ca_system_score_gemma":0.001200547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921173,"about_ca_topic_score_gemma":0.005775138,"domain_scores_codex":[0.9992678,0.000239426,0.00008171744,0.00007596664,0.0002490472,0.00008600614],"domain_scores_gemma":[0.9959388,0.001088691,0.00152053,0.0001213643,0.0008950515,0.0004356508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006662807,0.0001648889,0.9596457,0.0001579881,0.00001743559,0.0001685211,0.002527802,0.0001147632,0.000694495,0.00006771385,0.0009935145,0.03538045],"study_design_scores_gemma":[0.000008976555,0.0004041123,0.9907649,0.0001401774,0.00001611012,0.0003117361,0.004614896,0.0006938034,0.0008063026,0.00004762889,0.002181712,0.000009809983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976385,0.0001000998,0.0002474114,0.0003257498,0.0000104541,0.00002584688,0.0001807517,0.0000100091,0.00146122],"genre_scores_gemma":[0.9987773,0.0001376908,0.0002841449,0.00007500289,0.000007157396,0.00002163516,0.00009328965,0.000002407462,0.0006013634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005921173,"threshold_uncertainty_score":0.01664388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156276376","doi":"10.2147/jmdh.s280200","title":"Economic and Humanistic Burden Associated with Depression and Anxiety Among Adults with Non-Communicable Chronic Diseases (NCCDs) in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"Pfizer","keywords":"Major depressive disorder; Generalized anxiety disorder; Medicine; Depression (economics); Anxiety; Psychiatry; Quality of life (healthcare); Odds ratio; Clinical psychology; Cognition; Internal medicine","authors":[{"name":"Eric S. Armbrecht","is_ca":false},{"name":"Ruchit Shah","is_ca":false},{"name":"Gregory W. Poorman","is_ca":false},{"name":"Linlin Luo","is_ca":false},{"name":"Jennifer Stephens","is_ca":false},{"name":"Benjamin Li","is_ca":false},{"name":"Elizabeth Pappadopulos","is_ca":false},{"name":"Seema Haider","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01760836541081382,"gpt":0.335970122719504,"spread":0.3183617573086902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000737301,0.0002129948,0.0002490634,0.001032686,0.0003804945,0.0007028814,0.0002604647,0.0002188747,0.001465174],"category_scores_gemma":[0.003545983,0.0001711577,0.0005481084,0.001521737,0.0002812805,0.0004506404,0.0009053162,0.0005486335,0.00009426807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008604115,"about_ca_system_score_gemma":0.0007712517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03831438,"about_ca_topic_score_gemma":0.06300876,"domain_scores_codex":[0.9992701,0.0002463436,0.0001184663,0.00008824617,0.0001582927,0.000118607],"domain_scores_gemma":[0.9967884,0.0003662909,0.002102151,0.00009673483,0.0002557515,0.0003907883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001571115,0.00001550066,0.9974874,0.00002332012,0.0001021191,0.0000349939,0.00004827095,0.0001164963,0.00001634516,0.00005773762,0.0005147983,0.001567318],"study_design_scores_gemma":[0.00000202232,0.00001151077,0.9990156,0.00003507616,0.00002303987,0.00007911919,0.000157248,0.0002442921,0.000007722763,0.00005703662,0.0003642964,0.000003111459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891587,0.00183637,0.0001869375,0.001427571,0.0000379429,0.00002578598,0.005487551,0.000008563812,0.001830489],"genre_scores_gemma":[0.9963559,0.0008228049,0.0001777714,0.0001995154,0.00004188464,0.00001543312,0.002268686,0.00000129938,0.0001167527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831438,"threshold_uncertainty_score":0.07618272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569952408","doi":"10.2147/jmdh.s111369","title":"The role and structure of the multidisciplinary team in the management of advanced Parkinson’s disease with a focus on the use of levodopa–carbidopa intestinal gel","year":2017,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","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 Toronto; University Health Network","funders":"AbbVie","keywords":"Carbidopa; Medicine; Multidisciplinary approach; Enteral administration; Levodopa; Psychological intervention; Health care; Disease; Intensive care medicine; Parkinson's disease; Nursing; Parenteral nutrition; Pathology","authors":[{"name":"Stephen Wørlich Pedersen","is_ca":false},{"name":"M Suedmeyer","is_ca":false},{"name":"Louis Liu","is_ca":true},{"name":"Dirk Domagk","is_ca":false},{"name":"Alison Forbes","is_ca":false},{"name":"Lars Bergmann","is_ca":false},{"name":"Koray Onuk","is_ca":false},{"name":"Ashley Yegin","is_ca":false},{"name":"Teus van Laar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020872203135536,"gpt":0.3792577066217439,"spread":0.2771704863081903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002843175,0.0006859403,0.001028114,0.002216629,0.0006513203,0.001844111,0.001400764,0.002069618,0.002369893],"category_scores_gemma":[0.004039278,0.0003002314,0.00116007,0.001749252,0.0009606004,0.001630449,0.001291044,0.002039569,0.0006084531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865835,"about_ca_system_score_gemma":0.004194935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008599,"about_ca_topic_score_gemma":0.009370605,"domain_scores_codex":[0.9982016,0.0008668613,0.0002876724,0.0001570571,0.000383457,0.0001033743],"domain_scores_gemma":[0.998284,0.0010699,0.0003001758,0.00002978766,0.0002284478,0.00008763051],"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":[0.00008919114,0.00007499674,0.0003843737,0.07425866,0.0003346557,0.0001541098,0.0004273817,0.0002625809,0.000249528,0.006039161,0.01208347,0.9056419],"study_design_scores_gemma":[0.0001232726,0.0002458199,0.004644525,0.1460414,0.001096496,0.002221165,0.001002328,0.0001810301,0.0002793048,0.004057374,0.8400607,0.00004664969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001001635,0.9985906,0.00007350599,0.0004886931,0.0001448827,0.00001106739,0.000004140637,0.000001966809,0.0005848319],"genre_scores_gemma":[0.002081254,0.9965549,0.0005516758,0.0004355832,0.0001261254,0.0000283877,0.00001106482,0.000001329333,0.0002096737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005008599,"threshold_uncertainty_score":0.01503628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027547781","doi":"10.2147/jmdh.s41575","title":"Outcome mapping for health system integration","year":2013,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Outcome (game theory); Knowledge management; Stakeholder; Health care; Process management; Integrated care; Computer science; Resource (disambiguation); Business; Public relations; Political science","authors":[{"name":"Peter Tsasis","is_ca":true},{"name":"Jenna M. Evans","is_ca":true},{"name":"Forrest","is_ca":false},{"name":"Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09360317288050517,"gpt":0.4965399103608004,"spread":0.4029367374802952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04793286,0.001140825,0.0009467969,0.00738223,0.003204947,0.004784007,0.001880843,0.00105234,0.01587834],"category_scores_gemma":[0.1690872,0.0005460425,0.001627868,0.007566853,0.003033014,0.007023728,0.01105766,0.002033294,0.0009181918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005053401,"about_ca_system_score_gemma":0.007788868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008282804,"about_ca_topic_score_gemma":0.006916204,"domain_scores_codex":[0.9593671,0.03371733,0.001872671,0.001631249,0.002816293,0.0005955183],"domain_scores_gemma":[0.9223307,0.05571784,0.004903074,0.00789478,0.008188292,0.0009652243],"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":[0.0004194295,0.0004835594,0.03394248,0.002267397,0.0002725101,0.0003936746,0.02956975,0.03449785,0.0007103505,0.4333788,0.01444466,0.4496196],"study_design_scores_gemma":[0.0002696899,0.0004540204,0.02246466,0.001943813,0.000231629,0.0003239873,0.02778529,0.1477903,0.001957354,0.7166779,0.0799335,0.0001679217],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04710616,0.0005385826,0.8684453,0.004453204,0.00028138,0.003071907,0.002627531,0.001784154,0.07169176],"genre_scores_gemma":[0.3198336,0.0002416482,0.6696072,0.0002111108,0.0000391737,0.005688475,0.001825976,0.0002509047,0.00230191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04793286,"threshold_uncertainty_score":0.2534962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024884275","doi":"10.2147/jmdh.s246180","title":"<p>Community Health Care Workers’ Experiences on Enacting Policy on Technology with Citizens with Mild Cognitive Impairment and Dementia</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Norges Forskningsråd","keywords":"Focus group; Thematic analysis; Public relations; Health care; Dementia; Bureaucracy; Psychology; Discretion; Nursing; Medicine; Gerontology; Political science; Sociology; Business; Qualitative research; Politics; Social science; Marketing","authors":[{"name":"Torhild Holthe","is_ca":false},{"name":"Liv Halvorsrud","is_ca":false},{"name":"Erik Thorstensen","is_ca":false},{"name":"Dag Karterud","is_ca":false},{"name":"Debbie Laliberté Rudman","is_ca":true},{"name":"Anne Lund","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07120976454977691,"gpt":0.4272127196449365,"spread":0.3560029550951596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009607968,0.0004932292,0.0005338009,0.0009782452,0.01246886,0.005663336,0.001308568,0.003262219,0.00215446],"category_scores_gemma":[0.01710423,0.0005598011,0.0004433645,0.001094532,0.0125619,0.003374527,0.008067756,0.004080267,0.0003247209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004642339,"about_ca_system_score_gemma":0.006200616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03374846,"about_ca_topic_score_gemma":0.03746699,"domain_scores_codex":[0.9925557,0.004932309,0.0002305266,0.0003393446,0.0005591627,0.001383054],"domain_scores_gemma":[0.9864189,0.008749151,0.001096221,0.0005686371,0.0009391881,0.002227922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002323101,0.00007193151,0.003736814,0.0000443473,0.000002928318,0.0004318111,0.9902241,0.00001849896,0.0003067402,0.0003426145,0.0005043446,0.004292614],"study_design_scores_gemma":[0.000005692606,0.00009306201,0.002660263,0.00008695453,0.00000441235,0.0001038722,0.9920337,0.00004522497,0.0001655259,0.0001469008,0.004639035,0.00001532727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933472,0.0002103365,0.0003608411,0.002618677,0.00003844074,0.00004923421,0.00001999124,0.00001565058,0.003339648],"genre_scores_gemma":[0.9973163,0.000197141,0.0002596552,0.0008646421,0.00001594046,0.00006395722,0.00001686126,0.00001001739,0.001255472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374846,"threshold_uncertainty_score":0.06710404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282969291","doi":"10.2147/jmdh.s370053","title":"Efficacy of the Use of the Calgary Family Intervention Model in Bedside Nursing Education: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; Intervention (counseling); MEDLINE; Nursing; Resource (disambiguation); Family medicine; Medical education; Psychological intervention; Computer science","authors":[{"name":"Michael Mileski","is_ca":false},{"name":"Rebecca McClay","is_ca":false},{"name":"Katharine Heinemann","is_ca":false},{"name":"Gevin Dray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3588997441273484,"gpt":0.5076630698374375,"spread":0.148763325710089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01919579,0.001258837,0.008558565,0.008636679,0.0009140852,0.003248734,0.002111751,0.002327265,0.003659916],"category_scores_gemma":[0.06932516,0.001072459,0.006857975,0.009128518,0.001123789,0.003115824,0.00150869,0.001207354,0.0002259381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007033962,"about_ca_system_score_gemma":0.01705614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008681639,"about_ca_topic_score_gemma":0.02621275,"domain_scores_codex":[0.9847735,0.005777535,0.005141416,0.0008786192,0.003094256,0.0003346395],"domain_scores_gemma":[0.9264053,0.05706501,0.01081178,0.0007477792,0.004369801,0.0006002455],"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":[0.0004448437,0.00005098641,0.0009403686,0.9509016,0.00779915,0.00006622548,0.0002877206,0.00007216739,0.0001136352,0.0001422463,0.0004648056,0.03871612],"study_design_scores_gemma":[0.0005341531,0.0005321864,0.005165859,0.9208991,0.06541059,0.0002219249,0.0005078707,0.0001035982,0.0002306813,0.000131403,0.006225726,0.00003693129],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00354155,0.9943166,0.0001811385,0.0002569001,0.0001134934,0.0009793913,0.0002032359,0.00001040721,0.0003972254],"genre_scores_gemma":[0.05339646,0.9416945,0.001587546,0.0005326059,0.0001046524,0.00232554,0.0001927214,0.000007532567,0.000158388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01919579,"threshold_uncertainty_score":0.1015182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893837458","doi":"10.2147/jmdh.s177563","title":"Patient perspectives on transitioning to amyotrophic lateral sclerosis multidisciplinary clinics","year":2018,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Viewpoints; Amyotrophic lateral sclerosis; Multidisciplinary approach; Thematic analysis; Attendance; Medicine; Medical education; Family medicine; Nursing; Disease; Qualitative research; Pathology","authors":[{"name":"Kerri Schellenberg","is_ca":true},{"name":"Gregory Hansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05791446511154057,"gpt":0.3747090568941993,"spread":0.3167945917826587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007690602,0.0002893804,0.0003820558,0.0007247809,0.005645077,0.004753068,0.0008566313,0.001961003,0.003256691],"category_scores_gemma":[0.0181213,0.0002631485,0.0005180899,0.0008690092,0.003145468,0.002760629,0.003705517,0.003426558,0.0002855185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003376503,"about_ca_system_score_gemma":0.003734492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004980918,"about_ca_topic_score_gemma":0.009522958,"domain_scores_codex":[0.989682,0.007881136,0.0003872722,0.0002754851,0.0008711539,0.0009028394],"domain_scores_gemma":[0.9828147,0.01009956,0.002259047,0.0001858508,0.001576354,0.003064324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002102457,0.0001135557,0.03307498,0.0004107975,0.00004049769,0.003940601,0.9366684,0.0001387962,0.001106923,0.001484814,0.003565046,0.01924541],"study_design_scores_gemma":[0.00002250578,0.0002095564,0.01188654,0.0004428942,0.00002253324,0.002067506,0.9724523,0.0001030324,0.000291664,0.0003963113,0.01206499,0.00004013201],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762949,0.001485943,0.0005332542,0.01150547,0.0001670133,0.00005680937,0.0001198353,0.00001749536,0.009819308],"genre_scores_gemma":[0.9969007,0.0008313555,0.0002721708,0.001403818,0.00003758578,0.00003068829,0.00003730357,0.000005446929,0.0004810973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007690602,"threshold_uncertainty_score":0.0406723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060196792","doi":"10.2147/jmdh.s27572","title":"Evaluation of deficiencies in current discharge summaries for dialysis patients in Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Canadian Patient Safety Institute","keywords":"Dialysis; Medicine; Medical prescription; Intensive care medicine; Emergency medicine; Hemodialysis; Medical emergency; Family medicine; Nursing; Internal medicine","authors":[{"name":"Ziv Harel","is_ca":true},{"name":"Chaim M. Bell","is_ca":true},{"name":"Perl","is_ca":true},{"name":"Wald","is_ca":true},{"name":"Schwartz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073684679746462,"gpt":0.4202520374757255,"spread":0.3128835695010793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006069707,0.0001942321,0.0003067717,0.002006608,0.002348648,0.002084485,0.00101123,0.0003825222,0.001634027],"category_scores_gemma":[0.03844521,0.0002439342,0.0003335204,0.004092761,0.0008834419,0.0008364178,0.001259107,0.0005981589,0.0001352716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03879914,"about_ca_system_score_gemma":0.06055357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9118705,"about_ca_topic_score_gemma":0.9351462,"domain_scores_codex":[0.9926696,0.001022838,0.00102203,0.000288212,0.004199196,0.0007980234],"domain_scores_gemma":[0.9384272,0.008463997,0.01385952,0.0008211908,0.0318093,0.006618779],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001900851,0.0001063781,0.9557716,0.0003534637,0.00004949066,0.0001214021,0.006388878,0.0002253799,0.0004373711,0.0001495763,0.005017594,0.03118885],"study_design_scores_gemma":[0.00001441052,0.0001010708,0.9843968,0.0001600505,0.00003010308,0.00007006962,0.00781893,0.0005633728,0.0003813583,0.00002495057,0.006411617,0.00002729569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858578,0.001223055,0.0003677929,0.003433892,0.00003769016,0.0003382431,0.003474189,0.00005421563,0.005213084],"genre_scores_gemma":[0.9962895,0.0008821513,0.00076976,0.0004250346,0.00001390317,0.00003998071,0.001142816,0.000005965303,0.0004308779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939303,"threshold_uncertainty_score":0.2815087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999991521","doi":"10.2147/jmdh.s236130","title":"<p>Multidisciplinary Management in Pediatric Ultrashort Bowel Syndrome</p>","year":2020,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Short bowel syndrome; Medicine; Intestinal failure; Multidisciplinary approach; Intensive care medicine; Population; Parenteral nutrition; Enteral administration; Gastrointestinal tract; Pediatrics; Internal medicine; Environmental health","authors":[{"name":"Christina Belza","is_ca":true},{"name":"Paul W. Wales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05282061238303162,"gpt":0.3837888972828542,"spread":0.3309682848998226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286615,0.0005802208,0.0007123547,0.001829138,0.0003407558,0.0007070586,0.0007043845,0.0009073698,0.00268294],"category_scores_gemma":[0.001973844,0.0001326713,0.0006449638,0.001506002,0.0002877964,0.00074505,0.0006265249,0.0009211238,0.0005958161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004692826,"about_ca_system_score_gemma":0.001540341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540399,"about_ca_topic_score_gemma":0.003152849,"domain_scores_codex":[0.9997167,0.00006660767,0.00006190986,0.00003462594,0.00009666759,0.00002356411],"domain_scores_gemma":[0.9994641,0.0002787902,0.0001175479,0.000007462299,0.00009163832,0.00004048356],"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":[0.00005548632,0.00007168777,0.0007015379,0.04642351,0.0001518289,0.0002964986,0.0001087361,0.0001921135,0.0002432021,0.001106941,0.01617782,0.9344706],"study_design_scores_gemma":[0.000096034,0.0003634822,0.01468218,0.1670662,0.001138446,0.01439871,0.0007816482,0.0004364449,0.0005241291,0.003291348,0.7971589,0.00006259268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000169106,0.9988955,0.00005445182,0.0002490369,0.0001512189,0.000006455602,0.000007410396,0.000002987528,0.000463805],"genre_scores_gemma":[0.001058265,0.9984375,0.0001524173,0.0001222068,0.000103536,0.000008611553,0.00001228151,7.41136e-7,0.0001045344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00268294,"threshold_uncertainty_score":0.008975387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911493505","doi":"10.2147/jmdh.s189461","title":"<p>Health care professionals’ knowledge and awareness of the ICD-10 coding system for assigning the cause of perinatal deaths in Jordanian hospitals</p>","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; UNICEF","keywords":"Coding (social sciences); Medicine; Health care; Health professionals; Family medicine; Social science; Political science","authors":[{"name":"Mohammad S. Alyahya","is_ca":false},{"name":"Yousef Khader","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09488246453231122,"gpt":0.4436656706901189,"spread":0.3487832061578077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187579,0.0001179786,0.0001192346,0.0004303212,0.0005869133,0.0008614439,0.0002934523,0.0003261434,0.002869152],"category_scores_gemma":[0.005724628,0.0001594413,0.0000953909,0.0004832842,0.0005467859,0.00066592,0.0008328311,0.0003759798,0.0001953161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085557,"about_ca_system_score_gemma":0.004797775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087447,"about_ca_topic_score_gemma":0.01395659,"domain_scores_codex":[0.9988042,0.0005314016,0.0001274618,0.00008232722,0.0002026508,0.0002518726],"domain_scores_gemma":[0.995381,0.001306075,0.001726642,0.00008552043,0.0006661758,0.000834655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008089867,0.0002585935,0.9325637,0.0003665494,0.00001445967,0.0005669509,0.02830072,0.0001265361,0.00106217,0.0002523082,0.001419013,0.03498814],"study_design_scores_gemma":[0.00001389279,0.0005467333,0.8831407,0.0004924266,0.00001358427,0.0005797339,0.1089673,0.0003263259,0.0006890932,0.0001609987,0.005049718,0.00001942639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981768,0.0002625698,0.00004426886,0.0006188449,0.000004837883,0.00001097799,0.00003373033,0.000001905383,0.0008459958],"genre_scores_gemma":[0.9987832,0.0004688343,0.0001428051,0.0002722612,0.000008709342,0.00001704351,0.00004123934,8.000984e-7,0.0002651426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087447,"threshold_uncertainty_score":0.02162236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2194941450","doi":"10.2147/jmdh.s93579","title":"Joining the patient on the path to customized prophylaxis: one hemophilia team explores the tools of engagement","year":2015,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":18,"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; St. Paul's Hospital","funders":"University of British Columbia","keywords":"Path (computing); Medicine; Computer science; Medical education; Operations research; Engineering","authors":[{"name":"Deborah Gue","is_ca":true},{"name":"Claude Bartholomew","is_ca":true},{"name":"K. McIntosh","is_ca":true},{"name":"S. Squire","is_ca":true},{"name":"Haowei Sun","is_ca":true},{"name":"Ming Yang","is_ca":true},{"name":"N. Jake Summers","is_ca":true},{"name":"Shannon Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1824054291154012,"gpt":0.3806559045511601,"spread":0.1982504754357589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01214194,0.0006175896,0.0006184885,0.0008763762,0.01345184,0.01046955,0.002631365,0.00353095,0.005866432],"category_scores_gemma":[0.01816427,0.0007781486,0.0007198893,0.0004390146,0.006030766,0.005461463,0.01261086,0.007209976,0.001209461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476311,"about_ca_system_score_gemma":0.01455388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420922,"about_ca_topic_score_gemma":0.01475472,"domain_scores_codex":[0.981681,0.01376484,0.0002649148,0.0007775928,0.001257709,0.002253843],"domain_scores_gemma":[0.9871847,0.004350755,0.001003093,0.0004588812,0.001455191,0.005547361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001390213,0.0006868519,0.02122007,0.000306002,0.00005283644,0.005084483,0.875859,0.0001991546,0.002004276,0.004710821,0.01694719,0.07279019],"study_design_scores_gemma":[0.00005530744,0.000810306,0.006851239,0.0009070229,0.00007954601,0.005071921,0.9084147,0.001104679,0.0008764079,0.006526129,0.06919001,0.0001127431],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.879894,0.001606559,0.01907401,0.05759085,0.0006123497,0.0004818667,0.00006041559,0.0002941978,0.04038572],"genre_scores_gemma":[0.9702476,0.0009717193,0.01157445,0.009767779,0.00009732453,0.0002555359,0.00005906804,0.00007407605,0.006952447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345184,"threshold_uncertainty_score":0.0642134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402755037","doi":"10.2147/jmdh.s478748","title":"Research Trends of Rheumatoid Arthritis and Depression from 2019 to 2023: A Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Municipal Administration of Hospitals","keywords":"Rheumatoid arthritis; Depression (economics); Medicine; Bibliometrics; Alternative medicine; Internal medicine; Data mining; Computer science; Pathology","authors":[{"name":"Yan Zhao","is_ca":false},{"name":"Guangyao Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04579762042201854,"gpt":0.4141805276737349,"spread":0.3683829072517164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009193733,0.0004614783,0.001773115,0.1056081,0.0009715451,0.004086484,0.0006899465,0.000754069,0.002437828],"category_scores_gemma":[0.03716353,0.0002653489,0.003328068,0.1292196,0.00060532,0.002629013,0.001895536,0.000581113,0.0005942825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654085,"about_ca_system_score_gemma":0.004803206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008989454,"about_ca_topic_score_gemma":0.01074594,"domain_scores_codex":[0.9908131,0.001707671,0.00280643,0.0007757738,0.003529643,0.000367515],"domain_scores_gemma":[0.9692611,0.01493106,0.008766946,0.000667913,0.005540698,0.0008322488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005362154,0.0001212877,0.8168539,0.02624139,0.005453157,0.0009227842,0.00253015,0.001905129,0.0009852719,0.001587378,0.008987079,0.1338764],"study_design_scores_gemma":[0.00006003778,0.0002803007,0.9578397,0.005550308,0.004357634,0.00169097,0.003964083,0.003801653,0.0005249346,0.001210364,0.02063099,0.00008888609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7551131,0.1585435,0.002832692,0.005203543,0.0003724055,0.00104501,0.06335089,0.0003053539,0.01323358],"genre_scores_gemma":[0.9292182,0.0475658,0.003771235,0.0002610063,0.0003294995,0.000706048,0.01732219,0.00003214733,0.0007939474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.894392,"threshold_uncertainty_score":0.04862171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530208474","doi":"10.2147/jmdh.s95323","title":"Managing the pediatric patient with celiac disease: a multidisciplinary approach","year":2016,"lang":"en","type":"review","venue":"Journal of Multidisciplinary Healthcare","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Multidisciplinary approach; Malabsorption; Disease; Intensive care medicine; Coeliac disease; Gluten; Villous atrophy; Quality of life (healthcare); Pediatrics; Internal medicine; Nursing; Pathology","authors":[{"name":"Daniela Migliarese Isaac","is_ca":true},{"name":"Jessica Wu","is_ca":true},{"name":"Diana R. Mager","is_ca":true},{"name":"Justine Turner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04918072840159114,"gpt":0.3753798029755657,"spread":0.3261990745739745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010983,0.0008523563,0.0007397181,0.001353719,0.0005551129,0.0008800561,0.0006820539,0.0014391,0.00194486],"category_scores_gemma":[0.001189718,0.0001527847,0.0004454243,0.001030929,0.0003756919,0.001213386,0.0009827572,0.001994318,0.0005275465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536386,"about_ca_system_score_gemma":0.001555087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000897604,"about_ca_topic_score_gemma":0.00206519,"domain_scores_codex":[0.9996277,0.0001342344,0.00004856348,0.00004377853,0.000104214,0.00004131927],"domain_scores_gemma":[0.9996758,0.0001218978,0.00006088475,0.0000067559,0.00006988264,0.00006490005],"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":[0.00005568597,0.0002667734,0.002800453,0.01700307,0.0001490876,0.00384709,0.0008482347,0.0003686903,0.001286386,0.00297531,0.05263571,0.9177635],"study_design_scores_gemma":[0.00006823043,0.0002870297,0.01487447,0.04479552,0.000393534,0.07441781,0.002926636,0.0004252416,0.000579007,0.005902298,0.8552695,0.00006069014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001438546,0.9868911,0.0009937737,0.005031301,0.001010815,0.00004171854,0.00001693937,0.00002820514,0.004547523],"genre_scores_gemma":[0.01285019,0.979809,0.002410341,0.002486054,0.001205389,0.00004437555,0.00004668243,0.000003817166,0.00114419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00194486,"threshold_uncertainty_score":0.006506264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293824185","doi":"10.2147/jmdh.s100693","title":"Improving health-related quality of life through an evidence-based obesity reduction program: the Healthy Weights Initiative","year":2016,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Confidence interval; Odds ratio; Obesity; Quality of life (healthcare); Physical therapy; Odds; Gerontology; Intervention (counseling); Population; Weight loss; Environmental health; Internal medicine; Logistic regression; Psychiatry","authors":[{"name":"Marla Rogers","is_ca":true},{"name":"Mark Lemstra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2836779409793509,"gpt":0.5151832511820502,"spread":0.2315053102026993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008739657,0.0005740063,0.0008556747,0.001600397,0.0004518998,0.001239105,0.0008558191,0.001365715,0.002613278],"category_scores_gemma":[0.01063793,0.0002193489,0.00120819,0.001046982,0.000378348,0.0007997897,0.001603419,0.002072376,0.0002496068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435948,"about_ca_system_score_gemma":0.006542671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004553666,"about_ca_topic_score_gemma":0.01014731,"domain_scores_codex":[0.9958441,0.001607063,0.0003417285,0.000149782,0.001745616,0.0003117848],"domain_scores_gemma":[0.9971988,0.0009759923,0.0007006152,0.00007636022,0.0004065074,0.000641568],"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":[0.002595874,0.01499942,0.0303181,0.01089149,0.002823489,0.0001595261,0.0001929779,0.001264108,0.00140523,0.002075904,0.01428887,0.918985],"study_design_scores_gemma":[0.03393456,0.03636505,0.7440002,0.0697761,0.01247119,0.000515888,0.001305623,0.004546565,0.003685847,0.00631994,0.08691053,0.0001684768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4753622,0.2519392,0.01473956,0.194156,0.007529869,0.0135014,0.003063938,0.0005116942,0.03919605],"genre_scores_gemma":[0.7370245,0.1447627,0.07709092,0.02173204,0.003178218,0.009258262,0.002242197,0.00006214025,0.004648816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008739657,"threshold_uncertainty_score":0.04622024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790339017","doi":"10.2147/jmdh.s146938","title":"Patients with heart failure and their partners with chronic illness: interdependence in multiple dimensions of time","year":2018,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Academic Medical Organization of Southwestern Ontario","keywords":"Teamwork; Medicine; Scholarship; Family medicine; Health care; BATES; Psychology; Nursing; Management","authors":[{"name":"Laura Nimmon","is_ca":false},{"name":"Joanna Bates","is_ca":true},{"name":"Gil Kimel","is_ca":true},{"name":"Lorelei Lingard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530289192530345,"gpt":0.2945371669435823,"spread":0.2792342750182789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003219488,0.0002598646,0.0003207447,0.0006795436,0.005378386,0.003801952,0.0006755614,0.0004595461,0.002069091],"category_scores_gemma":[0.006667961,0.0002829603,0.0002436918,0.0009223722,0.004321143,0.002082035,0.004962125,0.001500542,0.00007598899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648041,"about_ca_system_score_gemma":0.004390473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03107805,"about_ca_topic_score_gemma":0.07878535,"domain_scores_codex":[0.9963966,0.002522216,0.0000924754,0.0001345525,0.0004116555,0.0004424125],"domain_scores_gemma":[0.9972488,0.00130077,0.0005772692,0.00009563612,0.0002443515,0.0005330996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001185898,0.00004427385,0.130818,0.0001380567,0.00006678684,0.00176916,0.8342603,0.0001365849,0.0007307684,0.00450217,0.001285014,0.02613029],"study_design_scores_gemma":[0.000006231998,0.00005291165,0.06447913,0.0001387962,0.00002728315,0.00148441,0.9239802,0.0001658164,0.0001172628,0.001667184,0.007851124,0.00002955581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868541,0.001864511,0.001917656,0.003195666,0.00005403028,0.00004499579,0.00005416958,0.000005618616,0.006009308],"genre_scores_gemma":[0.9986492,0.0005060256,0.0003301646,0.0001957855,0.000008975215,0.00001509838,0.00001577728,0.000002102761,0.000276909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107805,"threshold_uncertainty_score":0.06179428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970741859","doi":"10.2147/jmdh.s44738","title":"Tips for charting the course of a successful health research career","year":2013,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; McMaster University; Simon Fraser University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Mentorship; Medical education; Interpersonal communication; Career development; Career Pathways; Psychology; Engineering ethics; Medicine; Engineering","authors":[{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Morfaw","is_ca":false},{"name":"Lengwe Kunda","is_ca":false},{"name":"Jackson Mukonzo","is_ca":false},{"name":"Ryan Kastner","is_ca":true},{"name":"Kokolo","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2318539881621915,"gpt":0.4885720474493441,"spread":0.2567180592871526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04862602,0.003940551,0.001794956,0.005269108,0.0144822,0.01696261,0.004308669,0.01297264,0.02754553],"category_scores_gemma":[0.1283751,0.001843837,0.002367339,0.002236674,0.005896343,0.01977283,0.01552451,0.02563414,0.02647773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005404911,"about_ca_system_score_gemma":0.02827279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884368,"about_ca_topic_score_gemma":0.009817123,"domain_scores_codex":[0.9530985,0.02509671,0.004798279,0.001337095,0.01151012,0.004159246],"domain_scores_gemma":[0.8451889,0.03429916,0.01011471,0.00630084,0.03732752,0.0667689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082425,0.001010209,0.002583151,0.00152549,0.00005367201,0.00246917,0.009128585,0.001045965,0.002872196,0.01058105,0.5991402,0.369382],"study_design_scores_gemma":[0.0003759952,0.001549733,0.01334756,0.007831713,0.0001044255,0.005157067,0.05161081,0.002321206,0.002792314,0.07162882,0.8422528,0.001027446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01558042,0.01246224,0.1437389,0.6965496,0.04521977,0.008643191,0.0007744658,0.01345067,0.06358067],"genre_scores_gemma":[0.05996386,0.02190062,0.8054672,0.03840785,0.01461331,0.009142401,0.0009845513,0.002090504,0.04742955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04862602,"threshold_uncertainty_score":0.257162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977539252","doi":"10.2147/jmdh.s218540","title":"<p>Team Functioning And Beliefs About Team Effectiveness In Inter-Professional Teams: Questionnaire Development And Validation</p>","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais; McMaster University; McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"Fonds de Recherche du Québec - Santé; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Réseau de recherche portant sur les interventions en sciences infirmières du Québec; Faculty of Medicine, McGill University; McGill University","keywords":"Cronbach's alpha; Face validity; Construct validity; Content validity; Psychology; Reliability (semiconductor); Health care; Medicine; Clinical psychology; Nursing; Psychometrics","authors":[{"name":"Kelley Kilpatrick","is_ca":true},{"name":"Lysane Paquette","is_ca":true},{"name":"Marissa Bird","is_ca":true},{"name":"Mira Jabbour","is_ca":true},{"name":"Nancy Carter","is_ca":true},{"name":"Éric Tchouaket Nguemeleu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01899633968477437,"gpt":0.3900849102963483,"spread":0.3710885706115739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01985384,0.0004990101,0.0004431333,0.001853814,0.0004451013,0.000824188,0.0008443036,0.0004904722,0.004337435],"category_scores_gemma":[0.02576888,0.0003095914,0.0009536826,0.001697593,0.0008378605,0.001338648,0.001394112,0.0007584206,0.001236804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008560948,"about_ca_system_score_gemma":0.001658955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415123,"about_ca_topic_score_gemma":0.001262696,"domain_scores_codex":[0.9927526,0.003913064,0.001188968,0.0003410314,0.001462355,0.0003419566],"domain_scores_gemma":[0.9707189,0.01394335,0.006251397,0.001822636,0.005985657,0.001278105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000734279,0.0019169,0.6513159,0.001733125,0.000236312,0.0003119389,0.008738106,0.00311098,0.003521648,0.001478665,0.01505701,0.3118451],"study_design_scores_gemma":[0.0002930149,0.001766079,0.9658609,0.0005434884,0.0000689292,0.0002653513,0.004441956,0.01078968,0.002324632,0.001108438,0.01247368,0.00006391954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9431083,0.0002486883,0.02554405,0.0007805912,0.0000644609,0.01544832,0.004847298,0.0003756281,0.009582724],"genre_scores_gemma":[0.911438,0.0002373632,0.05364298,0.0002467775,0.00004061604,0.02941524,0.002983708,0.0001083052,0.001886903],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01985384,"threshold_uncertainty_score":0.1049984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094679542","doi":"10.2147/jmdh.s279574","title":"<p>Defining a “Healthy Role-Model” for Medical Schools: Learning Components That Count</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Connaught Fund; Universitas Gadjah Mada; University of Toronto; Universiteit Maastricht","keywords":"Medical education; Medicine; Medical school; Psychology","authors":[{"name":"Michael A. Leman","is_ca":false},{"name":"Mora Claramita","is_ca":false},{"name":"Gandes Retno Rahayu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.120182685751821,"gpt":0.4521633156216737,"spread":0.3319806298698527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01038423,0.0004869481,0.0002935231,0.0009166198,0.003042113,0.006241673,0.001525229,0.00216183,0.004924036],"category_scores_gemma":[0.01072553,0.0003455548,0.000502541,0.0008529929,0.009239323,0.007803644,0.004873234,0.004776544,0.001699131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005278761,"about_ca_system_score_gemma":0.01331337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006102459,"about_ca_topic_score_gemma":0.009946529,"domain_scores_codex":[0.9959309,0.002639948,0.0001825365,0.0002052145,0.0007236969,0.0003178122],"domain_scores_gemma":[0.9897143,0.00399525,0.001019487,0.0008838075,0.001490239,0.002896852],"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":[0.00007209102,0.0008623465,0.0318105,0.001149352,0.00001878205,0.0004092375,0.1405365,0.0007889456,0.001524288,0.2078597,0.1352363,0.4797318],"study_design_scores_gemma":[0.00008013678,0.000372164,0.05884246,0.004064141,0.00004297319,0.0008012754,0.2305102,0.007993326,0.003265039,0.2386208,0.4552131,0.0001943968],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1511198,0.006770623,0.1220351,0.490431,0.003359439,0.00147478,0.0003095182,0.001007479,0.2234923],"genre_scores_gemma":[0.8245628,0.005037389,0.1253087,0.01825391,0.0004432613,0.001376932,0.0002516392,0.0002317194,0.02453371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01038423,"threshold_uncertainty_score":0.05491775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979264622","doi":"10.2147/jmdh.s46910","title":"Feasibility of a self-administered survey to identify primary care patients at risk of medication-related problems","year":2014,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Family medicine; Interquartile range; Pharmacy; Primary care; Test (biology); Cross-sectional study; Internal medicine","authors":[{"name":"Andrew Cave","is_ca":true},{"name":"Makowsky","is_ca":true},{"name":"Scot H. Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1237094776318902,"gpt":0.4463079569221737,"spread":0.3225984792902835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01793306,0.0004754293,0.0004838424,0.001047046,0.0006186335,0.0009134301,0.0006413421,0.0009584616,0.002473996],"category_scores_gemma":[0.02913071,0.0004654739,0.000920625,0.0007695731,0.0006020545,0.0009168271,0.0009743673,0.0008312327,0.0009342676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582519,"about_ca_system_score_gemma":0.002187128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433703,"about_ca_topic_score_gemma":0.00569054,"domain_scores_codex":[0.9898021,0.006012299,0.001124795,0.0005049871,0.001855741,0.0007000967],"domain_scores_gemma":[0.9776549,0.01012412,0.004247182,0.001521002,0.004561022,0.001891716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008108981,0.002835618,0.9717591,0.0001175642,0.00005904497,0.0001020025,0.002038525,0.0002381428,0.001242387,0.00003824841,0.001161917,0.01959662],"study_design_scores_gemma":[0.0003829114,0.01018408,0.984242,0.00004209171,0.0000338069,0.0001245824,0.001881586,0.001490668,0.0003880516,0.00002480398,0.001182188,0.00002312146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911226,0.00007592876,0.001483909,0.0004369635,0.00004643313,0.003810413,0.0007897732,0.00007247792,0.002161473],"genre_scores_gemma":[0.989823,0.0001081762,0.005547029,0.000367727,0.00004546791,0.002875589,0.0006958683,0.000008918138,0.0005280987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793306,"threshold_uncertainty_score":0.09484017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804040751","doi":"10.2147/jmdh.s152681","title":"Enhancing research publications and advancing scientific writing in health research collaborations: sharing lessons learnt from the trenches","year":2018,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Engineering ethics; Data science; Health science; Computer science; Medical education; Medicine; Engineering","authors":[{"name":"Guowei Li","is_ca":true},{"name":"Yanling Jin","is_ca":true},{"name":"Lawrence Mbuagbaw","is_ca":true},{"name":"Lisa Dolovich","is_ca":true},{"name":"Jonathan D. Adachi","is_ca":true},{"name":"Mitchell Levine","is_ca":true},{"name":"Zainab Samaan","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3820785042117248,"gpt":0.4822809468761796,"spread":0.1002024426644547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3118206,0.002487076,0.002090516,0.01059543,0.02798443,0.06157239,0.008462518,0.0156859,0.006008703],"category_scores_gemma":[0.3590404,0.001897222,0.002959108,0.006321319,0.07374016,0.06762267,0.06754179,0.02509241,0.002116411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134954,"about_ca_system_score_gemma":0.05705104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478927,"about_ca_topic_score_gemma":0.003539386,"domain_scores_codex":[0.5563775,0.3795388,0.01626568,0.008539491,0.03058108,0.008697411],"domain_scores_gemma":[0.3368899,0.5371044,0.01740972,0.05331702,0.0310653,0.02421364],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008271189,0.0003278189,0.002185843,0.003500147,0.0001933507,0.001217649,0.5012288,0.000752479,0.000710331,0.09934988,0.02794764,0.3625034],"study_design_scores_gemma":[0.0001088877,0.0003749244,0.001687263,0.01108054,0.0001635282,0.002159885,0.3231617,0.001246462,0.001680323,0.3351433,0.3228627,0.0003304461],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04458367,0.03336406,0.1593442,0.677011,0.01277639,0.001606482,0.0001015811,0.001158511,0.07005412],"genre_scores_gemma":[0.5440456,0.03642749,0.3475785,0.04724181,0.007224739,0.002678795,0.0001548996,0.001035034,0.01361322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6881794,"threshold_uncertainty_score":0.8486477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}