{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":31,"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":"d82d63d21625","filters":{"venue":"mHealth"}},"results":[{"id":"W2744810221","doi":"10.21037/mhealth.2017.07.02","title":"Digital health and the challenge of health systems transformation","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Hôpital Saint-François d'Assise; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Digital transformation; Digital health; Health care; Business; Corporate governance; Business model; Health services; Public relations; Health sector; Healthcare system; Data science; Knowledge management; Computer science; Telecommunications; Marketing; Political science; World Wide Web; Economic growth; Economics; Medicine; Environmental health","authors":[{"name":"Hassane Alami","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Jean‐Paul Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08439205688184608,"gpt":0.4404784442898573,"spread":0.3560863874080112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01444237,0.0005465132,0.0008121696,0.002333653,0.005507117,0.01741414,0.001698129,0.008928671,0.01029622],"category_scores_gemma":[0.01778048,0.0003636846,0.0006368121,0.001947667,0.03467759,0.02123157,0.01023867,0.01039991,0.001652434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008301571,"about_ca_system_score_gemma":0.01094564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003686003,"about_ca_topic_score_gemma":0.002218802,"domain_scores_codex":[0.9888416,0.006980992,0.0003322555,0.0008254842,0.001988197,0.001031472],"domain_scores_gemma":[0.9808193,0.01313092,0.0006796427,0.001881664,0.001648185,0.00184028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001299346,0.00002766552,0.0002473455,0.0001428789,0.00000886605,0.00009827098,0.002721955,0.0003461637,0.00006973217,0.9479082,0.0240507,0.0243652],"study_design_scores_gemma":[0.00001788786,0.0000256179,0.0002702421,0.0003272185,0.000004990923,0.0001492029,0.004932786,0.0004704394,0.0001162536,0.7185817,0.2750846,0.00001914706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004868696,0.03417183,0.007184304,0.8405758,0.002936154,0.00004063239,0.0001028171,0.00009879759,0.1100209],"genre_scores_gemma":[0.7132334,0.08392745,0.01431164,0.1366562,0.01695764,0.0003272904,0.0002375903,0.0002113196,0.03413745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01741414,"threshold_uncertainty_score":0.07637948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977662316","doi":"10.21037/mhealth.2019.08.10","title":"Parenting apps review: in search of good quality apps","year":2019,"lang":"en","type":"article","venue":"mHealth","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Alberta","keywords":"App store; Mobile apps; Internet privacy; Quality (philosophy); World Wide Web; Psychology; Smartphone app; Computer science","authors":[{"name":"Anila Virani","is_ca":true},{"name":"Linda Duffett‐Leger","is_ca":true},{"name":"Nicole Letourneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07111928036937305,"gpt":0.4100038249196791,"spread":0.3388845445503061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008536486,0.001642871,0.00454645,0.02271968,0.001261746,0.004694257,0.002489257,0.00285671,0.01188788],"category_scores_gemma":[0.04866202,0.001129438,0.003322632,0.01618157,0.001153453,0.006736374,0.00342028,0.00213532,0.002593414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554849,"about_ca_system_score_gemma":0.01176985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221066,"about_ca_topic_score_gemma":0.01467233,"domain_scores_codex":[0.9912025,0.00220896,0.003650981,0.000567047,0.002056656,0.0003139028],"domain_scores_gemma":[0.9426864,0.03603645,0.009330836,0.0008203837,0.01016452,0.0009613566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001546803,0.00002806088,0.0004936242,0.7734793,0.0007576573,0.0003030665,0.0007408127,0.00005641146,0.0004179375,0.0008292868,0.02290763,0.1998315],"study_design_scores_gemma":[0.00007646139,0.0001336811,0.001784557,0.84632,0.003967303,0.000589136,0.0005795578,0.00005923158,0.0001738702,0.0006413162,0.1456388,0.00003609329],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006927122,0.992648,0.0004232142,0.002038242,0.000761642,0.000630271,0.0008277242,0.00005265903,0.001925601],"genre_scores_gemma":[0.003791521,0.989335,0.001367158,0.002707032,0.0004158654,0.0009391794,0.000661405,0.00002863487,0.0007542392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02271968,"threshold_uncertainty_score":0.04514581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804691101","doi":"10.21037/mhealth.2018.05.01","title":"PTSD Coach around the world","year":2018,"lang":"en","type":"article","venue":"mHealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Psychology; History","authors":[{"name":"Eric Kuhn","is_ca":false},{"name":"Christianne van der Meer","is_ca":false},{"name":"Jason E. Owen","is_ca":false},{"name":"Julia E. Hoffman","is_ca":false},{"name":"R. E. Cash","is_ca":false},{"name":"Pasqualina Carrese","is_ca":true},{"name":"Miranda Olff","is_ca":false},{"name":"Anne Bakker","is_ca":false},{"name":"Julia Schellong","is_ca":false},{"name":"Patrick Lorenz","is_ca":false},{"name":"Matthias Schopp","is_ca":false},{"name":"Heinrich Rau","is_ca":false},{"name":"Kerstin Weidner","is_ca":false},{"name":"Filip K. Arnberg","is_ca":false},{"name":"Martin Cernvall","is_ca":false},{"name":"Thomas Iversen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09069452673866105,"gpt":0.4564776887529426,"spread":0.3657831620142815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130877,0.0006156546,0.0003131716,0.001000585,0.004105312,0.003222425,0.0007542259,0.001663056,0.1266797],"category_scores_gemma":[0.006563258,0.0002965983,0.0005301198,0.0006704314,0.001028686,0.002662094,0.006390601,0.003335751,0.06381591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009620123,"about_ca_system_score_gemma":0.003883536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747005,"about_ca_topic_score_gemma":0.008651237,"domain_scores_codex":[0.9988851,0.0003519852,0.00004763057,0.0001424664,0.0003234752,0.0002492697],"domain_scores_gemma":[0.9955722,0.000435123,0.0002266077,0.0002932241,0.001027413,0.002445414],"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":[0.00005968151,0.0002350133,0.00290538,0.000341947,0.00001557656,0.0002090794,0.005379944,0.00004177119,0.0005956015,0.002389574,0.6737773,0.3140492],"study_design_scores_gemma":[0.00001823209,0.00009640565,0.003781292,0.0005052717,0.00001406967,0.0006617355,0.01041729,0.00005686995,0.0002117879,0.001444061,0.9827692,0.00002382165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04824469,0.01414648,0.008844926,0.1501543,0.01557634,0.0008188215,0.001798502,0.005021907,0.755394],"genre_scores_gemma":[0.1805176,0.02719527,0.01542016,0.09576861,0.003291195,0.001692148,0.002807494,0.001616229,0.6716914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1266797,"threshold_uncertainty_score":0.4237859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622755816","doi":"10.21037/mhealth.2017.05.04","title":"A mixed methods systematic review of success factors of mhealth and telehealth for maternal health in Sub-Saharan Africa","year":2017,"lang":"en","type":"review","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Telehealth; mHealth; Maternal health; Environmental health; Telemedicine; Medicine; Psychology; Nursing; Health care; Political science; Health services; Psychological intervention; Population","authors":[{"name":"Mohamed Ali Ag Ahmed","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Louise Hamelin‐Brabant","is_ca":true},{"name":"Gisèle Irène Claudine Mbemba","is_ca":true},{"name":"Hassane Alami","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2987533022475024,"gpt":0.5761447035621697,"spread":0.2773914013146674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03935476,0.002232227,0.01243705,0.02365922,0.001929085,0.00572172,0.002721892,0.002528475,0.004701674],"category_scores_gemma":[0.1162101,0.001463176,0.0107146,0.02196857,0.001857858,0.004472743,0.002941737,0.00160065,0.0003438758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114062,"about_ca_system_score_gemma":0.03468423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079835,"about_ca_topic_score_gemma":0.03739211,"domain_scores_codex":[0.9572338,0.01784323,0.0164753,0.001874225,0.005835631,0.0007378128],"domain_scores_gemma":[0.9026493,0.07229026,0.01420765,0.001218156,0.008868985,0.0007657313],"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":[0.0001354996,0.00002211556,0.0007621539,0.9695954,0.007603073,0.0001034133,0.0006522465,0.00007240489,0.0000870946,0.0003410424,0.000403334,0.02022229],"study_design_scores_gemma":[0.000152362,0.0002113417,0.002336801,0.9464083,0.04287271,0.0001397268,0.0009204418,0.00008231535,0.0001484405,0.0002586972,0.006435154,0.00003357134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004336354,0.9873686,0.0008653718,0.0005367637,0.0002004099,0.005154493,0.0008423809,0.0000182167,0.0006774267],"genre_scores_gemma":[0.05424959,0.923215,0.005943037,0.0008407792,0.0001045643,0.01478777,0.0005389365,0.00001587217,0.0003043855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03935476,"threshold_uncertainty_score":0.2081304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012007010","doi":"10.21037/mhealth.2019.12.03","title":"Telehealth and indigenous populations around the world: a systematic review on current modalities for physical and mental health","year":2020,"lang":"en","type":"review","venue":"mHealth","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Telehealth; Modalities; Indigenous; Mental health; Treatment modality; Current (fluid); Psychology; Telemedicine; Medicine; Health care; Psychiatry; Sociology; Political science; Engineering; Social science","authors":[{"name":"Aprill Z. Dawson","is_ca":false},{"name":"Rebekah J. Walker","is_ca":false},{"name":"J. Campbell","is_ca":false},{"name":"Tatiana M. Davidson","is_ca":false},{"name":"Leonard E. Egede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1821643370087088,"gpt":0.5414122552681523,"spread":0.3592479182594435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008633487,0.001105035,0.005563439,0.009960803,0.0008425628,0.002592909,0.001665524,0.00159673,0.004360363],"category_scores_gemma":[0.03304912,0.0008280709,0.007213468,0.01052491,0.0009052809,0.002531665,0.001576407,0.00128084,0.0002333193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356815,"about_ca_system_score_gemma":0.0154172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490409,"about_ca_topic_score_gemma":0.04459372,"domain_scores_codex":[0.9929398,0.002425826,0.002598339,0.000408063,0.001422624,0.00020533],"domain_scores_gemma":[0.969857,0.02355202,0.003876951,0.0003047464,0.002120468,0.0002887978],"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":[0.0001300289,0.00002443628,0.0005197743,0.9386566,0.003859508,0.00005357451,0.0003078585,0.00005113891,0.00008247999,0.0002009122,0.001033751,0.05507988],"study_design_scores_gemma":[0.000119163,0.0001801316,0.003392695,0.9487674,0.03142931,0.0002294823,0.0004702271,0.00005744415,0.0000981836,0.0001885482,0.01504154,0.00002573291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005025332,0.9986988,0.0000666805,0.0001922327,0.00005987625,0.0001787194,0.0001143735,0.000003173234,0.0001836438],"genre_scores_gemma":[0.005235603,0.9937196,0.0003064896,0.0002749544,0.00004363162,0.0003001623,0.00007117556,0.000001657249,0.00004674115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01490409,"threshold_uncertainty_score":0.04565877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2747305695","doi":"10.21037/mhealth.2017.07.03","title":"mHealth based interventions for the assessment and treatment of psychotic disorders: a systematic review","year":2017,"lang":"en","type":"review","venue":"mHealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; Queen's University","funders":"National Institute for Health and Care Research","keywords":"mHealth; Psychological intervention; Mental health; MEDLINE; Global mental health; Medicine; Systematic review; Psychiatry; Telemedicine; Psychology; Clinical psychology; Health care","authors":[{"name":"Nadeem Gire","is_ca":false},{"name":"Saeed Farooq","is_ca":false},{"name":"Farooq Naeem","is_ca":true},{"name":"Joy Duxbury","is_ca":false},{"name":"Mick McKeown","is_ca":false},{"name":"P. Kundi","is_ca":true},{"name":"Imran B. Chaudhry","is_ca":false},{"name":"Nusrat Husain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4070727048554821,"gpt":0.6119457106876225,"spread":0.2048730058321404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004559891,0.001042627,0.005538612,0.006003795,0.0006639804,0.001870104,0.001495555,0.001578765,0.005749336],"category_scores_gemma":[0.01979887,0.0005984449,0.005434915,0.005949766,0.0006040691,0.001671324,0.001225943,0.00113264,0.0003939444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901692,"about_ca_system_score_gemma":0.00906649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717876,"about_ca_topic_score_gemma":0.02157532,"domain_scores_codex":[0.9966722,0.001178591,0.001082498,0.0001937334,0.0007393789,0.0001336774],"domain_scores_gemma":[0.9895286,0.007801555,0.001570116,0.0001302692,0.0008133606,0.0001561695],"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":[0.0001907688,0.00003734069,0.0001981301,0.920898,0.002857788,0.00005976438,0.0001520545,0.00007202035,0.0001199719,0.0001703365,0.001559241,0.07368465],"study_design_scores_gemma":[0.0004314671,0.0003494112,0.002726544,0.9376072,0.03413456,0.0002645453,0.0002633529,0.000106942,0.0002031088,0.0002423695,0.02363796,0.00003247615],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005698706,0.9982769,0.00009983767,0.000151539,0.00008396718,0.0003749318,0.0001659716,0.00000867401,0.0002682692],"genre_scores_gemma":[0.006043417,0.992377,0.0004858046,0.0002807258,0.00004879582,0.0005574151,0.0001008088,0.000002848821,0.0001030833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007717876,"threshold_uncertainty_score":0.02411526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611504846","doi":"10.21037/mhealth.2017.04.05","title":"HealtheBrain: an innovative smartphone application to improve cognitive function in older adults","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Cognition; Psychological intervention; Cognitive decline; Intervention (counseling); Psychology; Medicine; Montreal Cognitive Assessment; Gerontology; Cognitive impairment; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Dementia; Disease","authors":[{"name":"Erin M. Shellington","is_ca":true},{"name":"Tina Felfeli","is_ca":true},{"name":"Ryosuke Shigematsu","is_ca":false},{"name":"Dawn P. Gill","is_ca":true},{"name":"Robert J. Petrella","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609546579985417,"gpt":0.3395362279382304,"spread":0.3234407621383762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463145,0.0005548309,0.0003198979,0.0005446338,0.0001540512,0.0003245036,0.0003541788,0.0006111425,0.005627182],"category_scores_gemma":[0.001220222,0.000121331,0.0004130221,0.0001412929,0.0001007305,0.0004995419,0.0006725797,0.0002370401,0.001232926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000712605,"about_ca_system_score_gemma":0.0001908288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004655695,"about_ca_topic_score_gemma":0.001528193,"domain_scores_codex":[0.9998367,0.00005231696,0.00001723241,0.00002420338,0.00004612871,0.00002333088],"domain_scores_gemma":[0.9997131,0.0001345297,0.00004955427,0.0000124826,0.00004149653,0.00004877372],"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":[0.003524632,0.003079719,0.03438925,0.003382202,0.0002022986,0.0009584773,0.001201534,0.0003141656,0.02564495,0.000204292,0.04768134,0.8794171],"study_design_scores_gemma":[0.00445322,0.03145486,0.7223381,0.004389394,0.00164537,0.008754415,0.002104121,0.01071528,0.02178338,0.001558939,0.1903888,0.0004141443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256663,0.01710329,0.01637627,0.002894758,0.0006522303,0.003042988,0.003902291,0.007329032,0.02303283],"genre_scores_gemma":[0.9173246,0.01160478,0.04385278,0.003670635,0.0007454819,0.003035691,0.002150883,0.0001321413,0.01748302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005627182,"threshold_uncertainty_score":0.01882482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808118396","doi":"10.21037/mhealth.2018.05.05","title":"MyHealthyGut: development of a theory-based self-regulatory app to effectively manage celiac disease","year":2018,"lang":"en","type":"article","venue":"mHealth","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Mitacs; Calgary Foundation; Canadian Celiac Association","keywords":"Disease; Computer science; Medicine; Internal medicine","authors":[{"name":"A. Justine Dowd","is_ca":true},{"name":"Colleen Jackson","is_ca":false},{"name":"Karen T. Y. Tang","is_ca":true},{"name":"Desiree Nielsen","is_ca":true},{"name":"Darlene Higbee Clarkin","is_ca":true},{"name":"S. Nicole Culos‐Reed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494336996736181,"gpt":0.3290089098601826,"spread":0.3140655398928208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224406,0.000992105,0.0003267194,0.0007494064,0.0004366069,0.001209116,0.001531888,0.000904582,0.006566237],"category_scores_gemma":[0.006980632,0.0003479671,0.0008614669,0.000169336,0.000428537,0.001335412,0.001637876,0.001044188,0.001851026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011373,"about_ca_system_score_gemma":0.001254142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005886371,"about_ca_topic_score_gemma":0.001364464,"domain_scores_codex":[0.9991298,0.0003994514,0.00007106165,0.0001202044,0.0002121246,0.00006724094],"domain_scores_gemma":[0.9973984,0.001710115,0.00009754314,0.0001266595,0.0004017106,0.000265643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008013766,0.0061125,0.02068555,0.003523113,0.0001630735,0.001509318,0.01039808,0.003081284,0.02235882,0.003332153,0.06442685,0.8636078],"study_design_scores_gemma":[0.003485968,0.02091533,0.07432607,0.008182293,0.001654611,0.01228062,0.01331729,0.1593815,0.05871572,0.0227279,0.6238412,0.001171397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4631774,0.00236878,0.4189766,0.007046458,0.001540816,0.01747401,0.00229345,0.03016977,0.05695267],"genre_scores_gemma":[0.2640693,0.001524665,0.7076276,0.002541906,0.0001518188,0.007897128,0.001786009,0.0006692574,0.01373238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006566237,"threshold_uncertainty_score":0.02196622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785833492","doi":"10.21037/mhealth.2018.01.01","title":"Telemedicine and medical abortion: dispelling safety myths, with facts","year":2018,"lang":"en","type":"letter","venue":"mHealth","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":24,"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","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Telemedicine; Medical abortion; Abortion; Health care; Medical emergency; Medicine; Nursing; Public relations; Business; Internet privacy; Political science; Computer science; Pregnancy; Law; Misoprostol","authors":[{"name":"Roopan Gill","is_ca":true},{"name":"Wendy V. Norman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02004776455842843,"gpt":0.3153991353733557,"spread":0.2953513708149272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006257691,0.0005927331,0.0009149162,0.0007446234,0.006745002,0.004920518,0.00184229,0.06766835,0.009850112],"category_scores_gemma":[0.04708219,0.0005296925,0.0008776526,0.0005591135,0.008399495,0.01316681,0.003720611,0.05665519,0.004530079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365522,"about_ca_system_score_gemma":0.00580286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003879596,"about_ca_topic_score_gemma":0.00613332,"domain_scores_codex":[0.9938636,0.002787825,0.0004881039,0.0005171339,0.001883987,0.0004592664],"domain_scores_gemma":[0.9735764,0.02069449,0.001287736,0.000704537,0.00186046,0.001876473],"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":[0.00004540994,0.00008057502,0.0006808105,0.0001286324,0.00001156195,0.003489558,0.001783181,0.00007264478,0.0003440293,0.02024314,0.9339794,0.03914092],"study_design_scores_gemma":[0.000042983,0.00007913003,0.0005380611,0.000733529,0.00001126219,0.003725855,0.002272566,0.0002823917,0.0001261065,0.02583193,0.9663268,0.00002921995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000228921,0.001357863,0.0000603106,0.9938002,0.002905201,0.000003083881,0.000004891612,0.000004914553,0.001634633],"genre_scores_gemma":[0.005276934,0.002071214,0.0001971819,0.9743338,0.01543718,0.00001334901,0.00000745928,0.00001058411,0.00265232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06766835,"threshold_uncertainty_score":0.03892976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963078422","doi":"10.21037/mhealth.2019.12.01","title":"Impact of mobile health in diabetic retinopathy awareness and eye care behavior among Indigenous women","year":2020,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Intervention (counseling); Diabetes mellitus; Medicine; Diabetic retinopathy; mHealth; Indigenous; Gerontology; Health care; Family medicine; Nursing; Psychological intervention","authors":[{"name":"Valerie Umaefulam","is_ca":true},{"name":"Kalyani Premkumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03392198766086765,"gpt":0.4297839950781537,"spread":0.3958620074172861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006615048,0.0001260487,0.0001249924,0.0001897882,0.0006013789,0.0003673282,0.0001826733,0.0002154211,0.002463883],"category_scores_gemma":[0.002167672,0.00008826386,0.000289965,0.0001508906,0.0002159951,0.0002172453,0.0006329646,0.0003064802,0.0001516848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540797,"about_ca_system_score_gemma":0.001166165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03266826,"about_ca_topic_score_gemma":0.04710084,"domain_scores_codex":[0.9996743,0.0001241822,0.00001279651,0.00002587186,0.00005905237,0.0001037975],"domain_scores_gemma":[0.9994985,0.000168835,0.00008454042,0.00001519443,0.00007873333,0.0001541095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384783,0.007094269,0.6657633,0.001045283,0.000160869,0.000644178,0.04703052,0.0001916048,0.01013589,0.0002529471,0.000955154,0.2653412],"study_design_scores_gemma":[0.00008660176,0.006726903,0.958226,0.0002208943,0.0001947553,0.0001474577,0.02932094,0.000269885,0.00105526,0.00008938566,0.003640784,0.0000210804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982336,0.0001222119,0.00002701374,0.0001824178,0.00000747274,0.00004945734,0.00003232138,0.000002300972,0.001343197],"genre_scores_gemma":[0.9987852,0.0001779401,0.0001877547,0.00007628786,0.000006561993,0.0000475201,0.00001610358,6.702271e-7,0.0007020381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03266826,"threshold_uncertainty_score":0.06495625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741557613","doi":"10.21037/mhealth.2017.07.01","title":"Evaluating clinicians’ user experience and acceptability of LearnTB, a smartphone application for tuberculosis in India","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Tuberculosis; Smartphone application; Medicine; Internet privacy; Optometry; Computer science; Multimedia; Pathology","authors":[{"name":"Tripti Pande","is_ca":true},{"name":"Kavitha Saravu","is_ca":false},{"name":"Zelalem Temesgen","is_ca":false},{"name":"Al Seyoum","is_ca":false},{"name":"Shipra Rai","is_ca":false},{"name":"Raghavendra Rao","is_ca":false},{"name":"Deekshith Mahadev","is_ca":false},{"name":"Madhukar Pai","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1587351811552572,"gpt":0.565001134662856,"spread":0.4062659535075988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003615589,0.000252974,0.0003674729,0.000570973,0.0005049444,0.001375997,0.00039197,0.000567959,0.001472409],"category_scores_gemma":[0.02096972,0.0002187441,0.0004510435,0.0004160604,0.0005265333,0.0006864592,0.001053646,0.000591121,0.0003587217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492955,"about_ca_system_score_gemma":0.0005091024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441321,"about_ca_topic_score_gemma":0.002019042,"domain_scores_codex":[0.9970281,0.001636402,0.0003197906,0.0001700553,0.000590486,0.0002551702],"domain_scores_gemma":[0.9838802,0.009675932,0.002454056,0.0003893118,0.002409242,0.001191335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008009038,0.00102866,0.7359808,0.001319241,0.0001170535,0.002430562,0.1826764,0.0003553311,0.01018726,0.0001161158,0.002209621,0.06277806],"study_design_scores_gemma":[0.00006582024,0.006774621,0.7758954,0.000510551,0.0001517212,0.00522841,0.1994689,0.00189005,0.002546365,0.00009974442,0.007201317,0.0001670914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987431,0.0001415164,0.0001353202,0.0001724081,0.00000668078,0.0000493566,0.00005550397,0.00001183694,0.0006842224],"genre_scores_gemma":[0.998771,0.0002375074,0.0004967406,0.000137429,0.0000076087,0.00005558482,0.00004235071,0.000003882369,0.0002477301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003615589,"threshold_uncertainty_score":0.01912129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754108846","doi":"10.21037/mhealth.2017.08.08","title":"BLOODR: blood donor and requester mobile application","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"JavaScript; World Wide Web; Blood donor; Computer science; Service (business); Web application; Matching (statistics); Internet privacy; Medicine; Immunology; Pathology; Business","authors":[{"name":"Vamsi Krishna Tatikonda","is_ca":true},{"name":"Hosam El‐Ocla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0216380464203363,"gpt":0.2884445764229062,"spread":0.2668065300025699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007243007,0.0009574166,0.0006599523,0.0007841046,0.0004877413,0.0008869392,0.001109813,0.001038228,0.04209071],"category_scores_gemma":[0.001978876,0.0003635708,0.0005703508,0.0004322802,0.000168145,0.001207729,0.001864395,0.0009903663,0.02390671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879294,"about_ca_system_score_gemma":0.0003806424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006992939,"about_ca_topic_score_gemma":0.0008190759,"domain_scores_codex":[0.9994087,0.0001092906,0.0000502353,0.0001006007,0.0002066232,0.0001245453],"domain_scores_gemma":[0.9991596,0.0002892255,0.00008939357,0.0001058076,0.0001757195,0.0001802833],"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":[0.002145716,0.0007774351,0.006913217,0.001947296,0.00006560569,0.002539849,0.001144958,0.0005057096,0.03003304,0.003335707,0.624063,0.3265285],"study_design_scores_gemma":[0.0005080442,0.0008781516,0.02943576,0.0007177579,0.0001300253,0.004741917,0.0005590022,0.01545646,0.03349702,0.003211526,0.9105276,0.0003367466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.07729586,0.004081939,0.1472006,0.003307104,0.001191426,0.00568388,0.02696218,0.5956588,0.1386183],"genre_scores_gemma":[0.4778978,0.004947548,0.1699814,0.009597802,0.001318719,0.005541339,0.04709772,0.02929094,0.2543268],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.04209071,"threshold_uncertainty_score":0.1408074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609346856","doi":"10.21037/mhealth.2017.04.01","title":"Mobile-based blended learning for capacity building of health providers in rural Afghanistan","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; McMaster University; BAH Enterprises (Canada)","funders":"Grand Challenges Canada","keywords":"Intervention (counseling); Test (biology); Depression (economics); Mental health; Service provider; Medicine; Psychology; Environmental health; Nursing; Psychiatry; Family medicine; Service (business); Business; Marketing","authors":[{"name":"Syeda Nateela Tirmizi","is_ca":true},{"name":"Shariq Khoja","is_ca":true},{"name":"Scott B. Patten","is_ca":true},{"name":"Abdul Wahab Yousafzai","is_ca":false},{"name":"Richard E. Scott","is_ca":true},{"name":"Hammad Durrani","is_ca":false},{"name":"Wafa Khoja","is_ca":true},{"name":"Nida Husyin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0858743761483924,"gpt":0.450636094752044,"spread":0.3647617186036516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001899431,0.0003163102,0.0001879002,0.0005173291,0.001258622,0.001204242,0.001182052,0.0005243059,0.005995077],"category_scores_gemma":[0.002434146,0.0001605351,0.0002388485,0.0004504338,0.0004670573,0.0007940102,0.00260106,0.0005356718,0.0005638242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429053,"about_ca_system_score_gemma":0.004458263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080766,"about_ca_topic_score_gemma":0.006082554,"domain_scores_codex":[0.9990965,0.0004739425,0.00001875883,0.00006450459,0.00009737693,0.0002488009],"domain_scores_gemma":[0.9987006,0.0003982204,0.00009958301,0.00006669473,0.0001362254,0.000598731],"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":[0.001094619,0.02212428,0.07517876,0.001057556,0.00009069816,0.00128597,0.03032578,0.01146328,0.01346395,0.00382905,0.008567895,0.8315182],"study_design_scores_gemma":[0.003916772,0.03330303,0.3430635,0.003235398,0.0003955554,0.002739887,0.3090026,0.0955545,0.02790005,0.02580407,0.1547578,0.0003268819],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831549,0.0001972672,0.005685824,0.001758684,0.00003826924,0.0006965241,0.00006409491,0.00007962072,0.008324759],"genre_scores_gemma":[0.9851291,0.0002158827,0.01213761,0.0001531165,0.00001423119,0.0004926603,0.00004063207,0.000004952629,0.001811832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005995077,"threshold_uncertainty_score":0.02005547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400986784","doi":"10.21037/mhealth-23-20","title":"The evolution and mapping trends of mobile health (m-Health): a bibliometric analysis (1997–2023)","year":2024,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental science; Geography; Environmental health; Computer science; Medicine","authors":[{"name":"Turki M Alanzi","is_ca":false},{"name":"Shafiq Ur Rehman","is_ca":false},{"name":"Muhammad Ajmal Khan","is_ca":false},{"name":"R.S.H. Istepanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05901089199329632,"gpt":0.4536944523763699,"spread":0.3946835603830736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009309916,0.000786019,0.001943575,0.1571008,0.000954127,0.005064302,0.0009117945,0.0008581783,0.002584656],"category_scores_gemma":[0.04909885,0.0003436271,0.002533389,0.2636209,0.0009237917,0.004264764,0.002360019,0.0005140447,0.0007310995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502725,"about_ca_system_score_gemma":0.007510641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178061,"about_ca_topic_score_gemma":0.009957311,"domain_scores_codex":[0.9884282,0.00189987,0.003426289,0.0009235097,0.004798584,0.000523525],"domain_scores_gemma":[0.9515054,0.02596893,0.01056112,0.001100581,0.01021788,0.0006461639],"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":[0.0006035055,0.0001246807,0.4310272,0.07507461,0.004455416,0.001535845,0.009176131,0.003182491,0.001811369,0.008154395,0.02448351,0.4403708],"study_design_scores_gemma":[0.00005081224,0.0002928326,0.8691638,0.0193305,0.003925709,0.002125944,0.01312218,0.00392348,0.001861587,0.002927,0.08314366,0.0001324588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5191463,0.3464584,0.004025357,0.006781457,0.0005205371,0.001000151,0.08612281,0.0004354923,0.03550954],"genre_scores_gemma":[0.803915,0.1607238,0.00680149,0.0004141131,0.0005088224,0.00102024,0.02466738,0.00008147887,0.001867703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8428992,"threshold_uncertainty_score":0.04923612,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3162846250","doi":"10.21037/mhealth-20-154","title":"Using an activity tracker to increase motivation for physical activity in patients with type 2 diabetes in primary care: a randomized pilot trial","year":2021,"lang":"en","type":"article","venue":"mHealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Medicine; Glycated hemoglobin; Randomized controlled trial; Physical therapy; Type 2 diabetes; Diabetes mellitus; Blood pressure; Activity tracker; Intervention (counseling); Physical activity; Internal medicine; Endocrinology; Nursing","authors":[{"name":"Cynthia Pelletier","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Natalie Alméras","is_ca":true},{"name":"Jean‐Pierre Després","is_ca":true},{"name":"Paul Poirier","is_ca":true},{"name":"Angelo Tremblay","is_ca":true},{"name":"Christian Chabot","is_ca":true},{"name":"Caroline Rhéaume","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07866217615265486,"gpt":0.3539023472821237,"spread":0.2752401711294688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003537684,0.001682352,0.003318137,0.0007737892,0.00111934,0.00118817,0.001135536,0.002752768,0.007204673],"category_scores_gemma":[0.003943441,0.001150844,0.002847404,0.0008325466,0.001618352,0.001009189,0.0009092357,0.002789555,0.0007821576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009762369,"about_ca_system_score_gemma":0.002521689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00291833,"about_ca_topic_score_gemma":0.004161876,"domain_scores_codex":[0.9978284,0.001198175,0.0002017955,0.0003126069,0.0001424617,0.000316539],"domain_scores_gemma":[0.9968797,0.001105798,0.0004772921,0.0002796831,0.0002466204,0.001010965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.928116,0.05699802,0.002239649,0.0006139429,0.0008174417,0.00004604235,0.0001152074,0.0001339791,0.0007415388,0.00003164073,0.0003447453,0.009801839],"study_design_scores_gemma":[0.8934923,0.1033217,0.002603342,0.00002035517,0.0002338728,0.000007946826,0.00002350295,0.0001103899,0.00007222476,0.00001822434,0.00009049197,0.000005635009],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835618,0.001274696,0.0004226256,0.0004830629,0.0004607564,0.0125727,0.0004848285,0.0000758786,0.0006636917],"genre_scores_gemma":[0.9697154,0.001382032,0.002776885,0.0008676837,0.0007288737,0.02283024,0.0005620189,0.00001198978,0.001125013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007204673,"threshold_uncertainty_score":0.02410203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904771409","doi":"10.21037/mhealth.2018.12.01","title":"A scoping review of mental health mobile apps for use by the military community","year":2018,"lang":"en","type":"review","venue":"mHealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Mental health; Doors; Mental health care; Military personnel; Psychology; Health care; Mobile apps; Medical education; Nursing; Medicine; Engineering; Psychiatry; Political science; Computer science; World Wide Web","authors":[{"name":"Linna Tam‐Seto","is_ca":true},{"name":"Valerie M. Wood","is_ca":true},{"name":"Brooke Linden","is_ca":true},{"name":"Heather Stuart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2583222966779103,"gpt":0.5501662422310893,"spread":0.291843945553179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007633099,0.001801411,0.004091508,0.01453489,0.001245247,0.003480783,0.001932941,0.002384369,0.006624223],"category_scores_gemma":[0.0385715,0.0009641442,0.004628068,0.01316191,0.00103841,0.002992605,0.002439488,0.001766816,0.0008722948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858246,"about_ca_system_score_gemma":0.01608928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030316,"about_ca_topic_score_gemma":0.02046957,"domain_scores_codex":[0.9948597,0.00162814,0.001840059,0.0003472209,0.001168777,0.0001561952],"domain_scores_gemma":[0.9771987,0.01758005,0.002267847,0.000364136,0.002371967,0.0002172795],"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":[0.00006062591,0.00003030829,0.0002438262,0.8018535,0.001145425,0.0001193894,0.0005513307,0.0001119007,0.0002108484,0.00100884,0.005794965,0.188869],"study_design_scores_gemma":[0.00002131792,0.00005058123,0.0007640296,0.9399828,0.004652118,0.0001906716,0.0002577185,0.00003524044,0.0001177358,0.0004865623,0.05342493,0.00001638044],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002980088,0.9976869,0.0002768655,0.0003591437,0.0001886993,0.0002509411,0.0001899612,0.00001043133,0.0007391699],"genre_scores_gemma":[0.001609589,0.9970108,0.000469487,0.0002630167,0.00004560053,0.00033172,0.0001142699,0.000004314113,0.0001511708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01453489,"threshold_uncertainty_score":0.0403682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205549517","doi":"10.21037/mhealth-21-22","title":"mHealth prompts within diabetes prevention programs: a scoping review","year":2021,"lang":"en","type":"review","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"WorkSafeBC","keywords":"mHealth; Diabetes mellitus; Medicine; Psychology; Nursing; Psychological intervention","authors":[{"name":"Megan MacPherson","is_ca":true},{"name":"Kohle Merry","is_ca":true},{"name":"Sean Locke","is_ca":true},{"name":"Mary E. Jung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2412718938741457,"gpt":0.5645199535887753,"spread":0.3232480597146296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03030224,0.001793451,0.006505351,0.0248941,0.001768332,0.006204531,0.002651966,0.004601665,0.005327754],"category_scores_gemma":[0.1014133,0.001589314,0.006194337,0.02972341,0.001821053,0.006312552,0.003972636,0.002393656,0.0009345444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007443601,"about_ca_system_score_gemma":0.03293486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176115,"about_ca_topic_score_gemma":0.02026243,"domain_scores_codex":[0.9784534,0.008625881,0.007446168,0.0009418962,0.003965592,0.0005671448],"domain_scores_gemma":[0.9030667,0.07530407,0.01074579,0.001185562,0.00905154,0.0006463488],"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":[0.0001252529,0.00004290179,0.0003499197,0.8111115,0.0008902429,0.00009454731,0.0009139468,0.0001544781,0.0001560026,0.000815623,0.003473945,0.1818716],"study_design_scores_gemma":[0.00003162572,0.00005765141,0.0006853244,0.9741002,0.003098027,0.00008294862,0.0003589518,0.00005311395,0.00009100138,0.0002155105,0.02121171,0.00001389107],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004125044,0.9970382,0.0002794338,0.0006031882,0.0002511708,0.0005626277,0.0001539119,0.00001140124,0.0006874696],"genre_scores_gemma":[0.00310536,0.9943808,0.0008933454,0.0003596642,0.00009309334,0.0009151394,0.000121626,0.000005064247,0.0001259012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03030224,"threshold_uncertainty_score":0.1602555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011759598","doi":"10.21037/mhealth.2020.01.05","title":"Videogame intervention to encourage HIV testing and counseling among adolescents","year":2020,"lang":"en","type":"article","venue":"mHealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Institute on Minority Health and Health Disparities; National Institute on Drug Abuse; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Intervention (counseling); Human immunodeficiency virus (HIV); Psychology; Clinical psychology; Applied psychology; Medicine; Family medicine; Psychiatry","authors":[{"name":"Tyra Pendergrass","is_ca":false},{"name":"Kimberly Hieftje","is_ca":true},{"name":"Lindsay R. Duncan","is_ca":false},{"name":"Lynn E. Fiellin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05316531694852406,"gpt":0.3538371187434061,"spread":0.3006718017948821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004841618,0.0008921276,0.0004879588,0.0004613686,0.0003553842,0.0004567737,0.0007906367,0.0005346095,0.005302003],"category_scores_gemma":[0.001498868,0.0002003704,0.0005906032,0.0001301994,0.0001947764,0.0003059446,0.0008202654,0.0007730821,0.0003247778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004481504,"about_ca_system_score_gemma":0.0006156998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043943,"about_ca_topic_score_gemma":0.004008797,"domain_scores_codex":[0.999674,0.0001567063,0.00001662393,0.00004415463,0.00004068017,0.00006794996],"domain_scores_gemma":[0.9995184,0.0001493546,0.00005633814,0.0000142425,0.00003604959,0.0002255321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02259431,0.1629298,0.03226711,0.005306623,0.0009556246,0.001529782,0.003849589,0.003750722,0.02068775,0.001964609,0.01883237,0.7253317],"study_design_scores_gemma":[0.04051261,0.3724717,0.4311201,0.004487084,0.002547888,0.002078273,0.007552004,0.0391931,0.02269052,0.00338386,0.0737389,0.0002238052],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896034,0.0005254498,0.002042576,0.0005416968,0.0002159627,0.002840118,0.000225413,0.0002314082,0.003773937],"genre_scores_gemma":[0.970423,0.001091497,0.01820748,0.0006436693,0.00009207918,0.00505433,0.0004862493,0.00001369798,0.003987902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005302003,"threshold_uncertainty_score":0.01773697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897336587","doi":"10.21037/mhealth.2018.09.11","title":"Innovations in digital interventions for psychological trauma: harnessing advances in cognitive science","year":2018,"lang":"en","type":"review","venue":"mHealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Vetenskapsrådet; Karolinska Institutet; Lupina Foundation","keywords":"Optimism; Worry; Psychological intervention; Cognition; Mental health; Psychology; Applied psychology; Clinical psychology; Psychotherapist; Anxiety; Psychiatry","authors":[{"name":"Erik Andersson","is_ca":false},{"name":"Emily A. Holmes","is_ca":false},{"name":"David J. Kavanagh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3403152896473995,"gpt":0.6026316730988235,"spread":0.2623163834514239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002500606,0.0007964293,0.001465434,0.003119633,0.0003157152,0.00173947,0.000989791,0.0014588,0.004840498],"category_scores_gemma":[0.005728611,0.0002816912,0.001279671,0.002013771,0.001035085,0.001989839,0.001160075,0.002506688,0.0006815675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523802,"about_ca_system_score_gemma":0.001897363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231545,"about_ca_topic_score_gemma":0.001750152,"domain_scores_codex":[0.9989706,0.0003856253,0.0001514785,0.0001355978,0.0003080751,0.00004858482],"domain_scores_gemma":[0.9947724,0.004638682,0.0001994943,0.0001150738,0.0002040184,0.00007042067],"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":[0.00004665467,0.000124374,0.0001322746,0.05191726,0.0001818366,0.00004826045,0.0001774161,0.0001949007,0.0003515329,0.006272316,0.002754081,0.9377991],"study_design_scores_gemma":[0.0001484067,0.0005888398,0.00379226,0.1172824,0.0009991396,0.001529678,0.0007325334,0.0003527499,0.001267377,0.01493228,0.8583129,0.00006142379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002647381,0.9975618,0.0003521289,0.0004096552,0.0001321585,0.00002989188,0.000009493926,0.000007565632,0.001232603],"genre_scores_gemma":[0.003347375,0.9940204,0.00158138,0.0004711981,0.0001759595,0.00006666609,0.00002002769,0.000004136453,0.0003128323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004840498,"threshold_uncertainty_score":0.01619309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045659682","doi":"10.21037/mhealth-19-250","title":"The usefulness of the Electronic Patient Visit Assessment (ePVA)© as a clinical support tool for real-time interventions in head and neck cancer","year":2021,"lang":"en","type":"article","venue":"mHealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Nursing Research; National Cancer Institute; National Institutes of Health; York University; Hartford Foundation for Public Giving","keywords":"Head and neck cancer; Psychological intervention; Medicine; Head and neck; Head (geology); Medical physics; Physical medicine and rehabilitation; Cancer; Surgery; Internal medicine; Nursing","authors":[{"name":"Janet H. Van Cleave","is_ca":false},{"name":"Mei R. Fu","is_ca":false},{"name":"Antonia V. Bennett","is_ca":false},{"name":"Catherine Concert","is_ca":false},{"name":"Ann Riccobene","is_ca":false},{"name":"Anh Tran","is_ca":false},{"name":"Allison Most","is_ca":false},{"name":"Maria Kamberi","is_ca":false},{"name":"Jacqueline Mojica","is_ca":false},{"name":"Justin Savitski","is_ca":false},{"name":"Elise Kusche","is_ca":false},{"name":"Mark S. Persky","is_ca":false},{"name":"Zujun Li","is_ca":false},{"name":"A. Jacobson","is_ca":false},{"name":"Kenneth S. Hu","is_ca":false},{"name":"Michael J. Persky","is_ca":false},{"name":"Eva Liang","is_ca":false},{"name":"Patricia Corby","is_ca":false},{"name":"Brian L. Egleston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0519109493765301,"gpt":0.4221866242825954,"spread":0.3702756749060653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04303458,0.0001963971,0.0002603505,0.0006645987,0.001189654,0.002084628,0.0009545657,0.0007350816,0.001312681],"category_scores_gemma":[0.1096123,0.0002679256,0.0003478114,0.0005984238,0.001548653,0.002176445,0.002742525,0.001157156,0.0001402491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496206,"about_ca_system_score_gemma":0.005188357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235426,"about_ca_topic_score_gemma":0.00460936,"domain_scores_codex":[0.9575992,0.03717634,0.001004801,0.0006215897,0.002771987,0.0008260733],"domain_scores_gemma":[0.8965352,0.09189349,0.00396927,0.001410151,0.004586277,0.001605715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007301961,0.001671655,0.1057384,0.003590849,0.00008030035,0.0007959609,0.4428192,0.0003581095,0.002322729,0.001804935,0.00612298,0.4339646],"study_design_scores_gemma":[0.0005536375,0.00880487,0.310609,0.008339515,0.000348151,0.002333551,0.5902773,0.00464017,0.004828389,0.002192047,0.06671777,0.0003556564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875783,0.0009370698,0.002544537,0.003050775,0.00008000375,0.001303346,0.0001741977,0.00003289073,0.004298911],"genre_scores_gemma":[0.9872496,0.0006410669,0.008582862,0.001145912,0.00003614342,0.001757749,0.00007098924,0.00001918307,0.0004966619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04303458,"threshold_uncertainty_score":0.2275913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2562508079","doi":"10.21037/mhealth.2016.12.03","title":"The impact of utilizing mobile phones to promote physical activity among post-secondary students: a scoping review","year":2016,"lang":"en","type":"review","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"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":"Coaching; Physical activity; Psychological intervention; Mobile phone; Psychology; Feeling; Medical education; Phone; Applied psychology; Multimedia; Medicine; Computer science; Social psychology; Physical therapy","authors":[{"name":"Hieu Ly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1005904072588017,"gpt":0.5691684151064926,"spread":0.4685780078476909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007522184,0.0009766681,0.003354564,0.008751608,0.0008722524,0.003697637,0.001313871,0.002510321,0.003172873],"category_scores_gemma":[0.03022234,0.0007722986,0.004222172,0.007141754,0.0008826341,0.002017107,0.001505581,0.00132909,0.0004328078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255111,"about_ca_system_score_gemma":0.01132273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006856803,"about_ca_topic_score_gemma":0.01476482,"domain_scores_codex":[0.9952706,0.001507551,0.001672804,0.0002918858,0.001088095,0.0001690846],"domain_scores_gemma":[0.9733363,0.02090544,0.002773924,0.0002735918,0.002450839,0.0002599328],"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":[0.0001250171,0.00009069538,0.001178529,0.788843,0.002056646,0.0001683097,0.0008674384,0.0001397495,0.0003343684,0.000562402,0.002352513,0.2032815],"study_design_scores_gemma":[0.00004860428,0.0002006274,0.004051821,0.9533544,0.01038553,0.0003276316,0.0007560389,0.00008327874,0.0002936748,0.0002590403,0.03021415,0.0000252205],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001735962,0.996249,0.0001582821,0.000386116,0.0002027208,0.0003492356,0.00009606788,0.000005884523,0.0008166708],"genre_scores_gemma":[0.008185084,0.9905744,0.0003644426,0.0002674007,0.00008734403,0.0003191294,0.00006349258,0.000003191577,0.0001354758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008751608,"threshold_uncertainty_score":0.03978157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318191322","doi":"10.21037/mhealth-22-41","title":"Effectiveness of mHealth intervention on safe abortion knowledge and perceived barriers to safe abortion services among female sex workers in Vietnam","year":2023,"lang":"en","type":"article","venue":"mHealth","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Abortion; Medicine; Family medicine; mHealth; Reproductive health; Referral; Intervention (counseling); Medical abortion; Unsafe abortion; Psychological intervention; Family planning; Nursing; Misoprostol; Pregnancy; Population; Environmental health","authors":[{"name":"Anh Ngo","is_ca":false},{"name":"Van Thi Thuy Nguyen","is_ca":false},{"name":"Ha Phan","is_ca":false},{"name":"Van Viet Pham","is_ca":false},{"name":"Linh Phuong Nguyen","is_ca":false},{"name":"Toan Ha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01611149145644224,"gpt":0.3490608108034299,"spread":0.3329493193469876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436459,0.0002857279,0.0003928145,0.00022266,0.0005796214,0.0003871245,0.0004266426,0.0003395911,0.002219905],"category_scores_gemma":[0.00234842,0.0001879139,0.0005190829,0.0001740974,0.0002572109,0.0003558205,0.0005427476,0.0005381744,0.00007794399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077521,"about_ca_system_score_gemma":0.003392592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338479,"about_ca_topic_score_gemma":0.02018378,"domain_scores_codex":[0.9992841,0.0003000951,0.00005089087,0.00007081525,0.0000974662,0.0001967655],"domain_scores_gemma":[0.9990789,0.0002845076,0.0001270642,0.00002325143,0.0001246299,0.0003617509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01273331,0.06576833,0.2727284,0.005899055,0.0006860674,0.001316418,0.03889164,0.001208807,0.009835205,0.0006716705,0.003550607,0.5867105],"study_design_scores_gemma":[0.003907489,0.056834,0.9066087,0.00165691,0.0008788924,0.0001616653,0.01723107,0.002112451,0.004440919,0.0002162421,0.005891805,0.00005998262],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980147,0.0002736455,0.0000479571,0.000238358,0.00001913428,0.0002567707,0.00005222491,0.000006595143,0.001090581],"genre_scores_gemma":[0.9982256,0.000302666,0.0003206567,0.0001150229,0.00001038484,0.0003854471,0.00004760702,0.000001213128,0.0005913746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02338479,"threshold_uncertainty_score":0.04649734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400965784","doi":"10.21037/mhealth-24-7","title":"Performance, impact and experiences of using wearable devices for seizure detection in community-based settings: a mixed methods systematic review","year":2024,"lang":"en","type":"review","venue":"mHealth","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Université de Montréal; California HIV/AIDS Research Program","keywords":"Wearable computer; Wearable technology; Computer science; Epilepsy; Scientific evidence; Medicine; Psychology; Data science; Embedded system; Psychiatry","authors":[{"name":"Maxime Sasseville","is_ca":true},{"name":"Eugène Attisso","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Jean-Marc-Wilfried Supper","is_ca":true},{"name":"Steven Ouellet","is_ca":true},{"name":"Samira Amil","is_ca":false},{"name":"Elie Bou Assi","is_ca":true},{"name":"Dang Khoa Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1332707123181537,"gpt":0.4707310237054388,"spread":0.3374603113872851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03053072,0.001808446,0.009844546,0.01374397,0.001206249,0.005515307,0.002738323,0.002418154,0.004533641],"category_scores_gemma":[0.1222165,0.001439171,0.01111393,0.01431365,0.001373767,0.004263165,0.003174126,0.001410215,0.0003548275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006420502,"about_ca_system_score_gemma":0.01680068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009102461,"about_ca_topic_score_gemma":0.02447541,"domain_scores_codex":[0.9621928,0.01314833,0.01714977,0.001980319,0.004856938,0.0006718069],"domain_scores_gemma":[0.8736182,0.09845091,0.017899,0.001859074,0.007433016,0.0007397325],"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":[0.0001859321,0.0000164109,0.001420067,0.9668267,0.01115721,0.00007690708,0.0006293003,0.00005230122,0.00006578493,0.0001840173,0.0005911577,0.01879423],"study_design_scores_gemma":[0.0001447171,0.0001684351,0.003537431,0.9333523,0.05500919,0.0002093543,0.0008288574,0.00006018593,0.0001247851,0.0002350324,0.006291145,0.00003857145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004465442,0.9908799,0.0005415664,0.0004949737,0.0001448756,0.00149003,0.001353569,0.00001827509,0.0006114587],"genre_scores_gemma":[0.07089594,0.9182373,0.00294067,0.001208239,0.0001356756,0.00538209,0.0009312906,0.00002426137,0.0002445202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03053072,"threshold_uncertainty_score":0.1614638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346116156","doi":"10.21037/mhealth.2016.03.01","title":"Text messaging app improves disease surveillance in rural South Sudan","year":2016,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Global Affairs Canada; Department for International Development; Department of Foreign Affairs and Trade, Australian Government; European Commission","keywords":"Android (operating system); Short Message Service; mHealth; Internet privacy; Phone; Business; Health care; Medical emergency; Medicine; Computer science; Nursing; Psychological intervention; Telecommunications","authors":[{"name":"James Yugi","is_ca":false},{"name":"Heather Buesseler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0279684996353467,"gpt":0.3869493670836461,"spread":0.3589808674482994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333204,0.0003190825,0.0002271144,0.0004969408,0.0008132023,0.0008796469,0.000352386,0.0002930162,0.003647168],"category_scores_gemma":[0.004016984,0.0001122188,0.0002950204,0.0003327939,0.0001693221,0.0006127452,0.0007469609,0.0002980048,0.0006484152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559011,"about_ca_system_score_gemma":0.001067453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00806893,"about_ca_topic_score_gemma":0.0123251,"domain_scores_codex":[0.9993851,0.0003449004,0.0000357559,0.00005457929,0.00006802745,0.0001115638],"domain_scores_gemma":[0.9990489,0.0004088801,0.0001702615,0.00003424448,0.0001931619,0.0001445455],"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":[0.002140904,0.004577129,0.330815,0.003072042,0.0001852138,0.001682787,0.01885538,0.0008810102,0.0173322,0.0006569603,0.0244804,0.5953209],"study_design_scores_gemma":[0.0003379501,0.007842846,0.8554666,0.002385108,0.0004800121,0.0009408655,0.04011811,0.004602341,0.008901656,0.001139992,0.07766351,0.000120973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886885,0.000854981,0.0005601119,0.001931442,0.0001286716,0.000267265,0.0006318614,0.0001556139,0.006781454],"genre_scores_gemma":[0.9906437,0.001097925,0.003719008,0.0009398363,0.00005290985,0.000258926,0.0004707962,0.00001643513,0.00280046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00806893,"threshold_uncertainty_score":0.0160439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362461441","doi":"10.21037/mhealth-23-5","title":"mHealth applications are they the future or another burden for our patients?","year":2023,"lang":"en","type":"letter","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"mHealth; Medicine; Computer science; Medical emergency; Psychological intervention; Nursing","authors":[{"name":"Marinka Twilt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0777266130654477,"gpt":0.4324863680282234,"spread":0.3547597549627757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006320477,0.0008389573,0.001384098,0.00154566,0.01637015,0.01154339,0.002432132,0.122543,0.04547448],"category_scores_gemma":[0.03771992,0.001227856,0.002235325,0.001476734,0.005641384,0.009158853,0.004977128,0.05909698,0.02921243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008890935,"about_ca_system_score_gemma":0.02916685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04524143,"about_ca_topic_score_gemma":0.1195733,"domain_scores_codex":[0.99023,0.001761868,0.0009837248,0.0007542254,0.003140898,0.003129176],"domain_scores_gemma":[0.9659096,0.01006467,0.002317127,0.0006788796,0.005833148,0.01519661],"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":[0.00002403758,0.00005504807,0.001026408,0.00003228723,0.00000949845,0.001023746,0.0002654349,0.00001936919,0.0001267222,0.001995651,0.9874986,0.007923272],"study_design_scores_gemma":[0.00009681995,0.00009899222,0.002402377,0.0006295786,0.00003734992,0.001827564,0.002813972,0.0003160289,0.0001303864,0.008922577,0.9826179,0.0001063904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003320059,0.0003167938,0.00004535289,0.9879003,0.004305721,0.00001380139,0.00004196646,0.0000231301,0.007021049],"genre_scores_gemma":[0.001453699,0.0005182505,0.000100867,0.9724665,0.007412191,0.00002693276,0.00002286722,0.00002283266,0.01797578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.122543,"threshold_uncertainty_score":0.1521273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399549082","doi":"10.21037/mhealth-23-56","title":"Proof-of-concept testing of a mobile application-delivered mindfulness exercise for emotional eaters: RAIN delivered as a step-by-step image sequence","year":2024,"lang":"en","type":"article","venue":"mHealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Concordia University","funders":"McGill University","keywords":"Mindfulness; Sequence (biology); Image (mathematics); Psychology; Computer science; Psychotherapist; Artificial intelligence; Chemistry; Biochemistry","authors":[{"name":"Kimberly Carrière","is_ca":true},{"name":"Nellie Siemers","is_ca":true},{"name":"Serena Thapar","is_ca":true},{"name":"Bärbel Knaüper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04229397430575883,"gpt":0.3611007913338655,"spread":0.3188068170281066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002911883,0.0009041409,0.0007648967,0.0003779214,0.0003393705,0.0007723538,0.001445901,0.001190297,0.004103135],"category_scores_gemma":[0.00333289,0.0002991311,0.0007502493,0.0001350319,0.0006576132,0.0006720309,0.0007393496,0.0009592167,0.0006303717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935158,"about_ca_system_score_gemma":0.001068259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009718729,"about_ca_topic_score_gemma":0.001034942,"domain_scores_codex":[0.9990956,0.0002361234,0.00006329999,0.0001571884,0.0003128466,0.0001349796],"domain_scores_gemma":[0.998341,0.0007692785,0.0001423723,0.00008707401,0.0004660142,0.0001942618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01005148,0.02133546,0.004833668,0.008732923,0.0004493757,0.001359762,0.002907889,0.001768551,0.7524989,0.0007430254,0.003408451,0.1919105],"study_design_scores_gemma":[0.005843193,0.3563464,0.03927637,0.001161504,0.001401195,0.001992788,0.002054047,0.009991711,0.5509585,0.0005522217,0.03019617,0.0002258772],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508321,0.00145788,0.03090021,0.0004746872,0.0003842095,0.01214107,0.0009325999,0.0006463191,0.002230919],"genre_scores_gemma":[0.8857298,0.001613958,0.0916485,0.0005792949,0.00009026549,0.01506344,0.0006158975,0.00007769618,0.004581107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004103135,"threshold_uncertainty_score":0.01539969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412461111","doi":"10.21037/mhealth-24-65","title":"The role of digital storytelling methods in promoting health-related outcomes among young adults of color: a systematic review","year":2025,"lang":"en","type":"review","venue":"mHealth","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Storytelling; Digital storytelling; Psychology; Women of color; Narrative; Art; Sociology; Gender studies; Pedagogy; Literature","authors":[{"name":"Allysha C. Maragh‐Bass","is_ca":false},{"name":"Nhi Dinh","is_ca":false},{"name":"Grace Cooney","is_ca":false},{"name":"Ese Aikhuele","is_ca":false},{"name":"Rasheeta Chandler","is_ca":false},{"name":"R. Hughes","is_ca":false},{"name":"Zoe Jones","is_ca":false},{"name":"Stephen J. Thomas","is_ca":false},{"name":"Zach Soberano","is_ca":false},{"name":"Jacob B Stocks","is_ca":false},{"name":"Henna Budhwani","is_ca":false},{"name":"Lisa Hightow‐Weidman","is_ca":false},{"name":"Lara Lorenzetti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06284533828537334,"gpt":0.4728156366028968,"spread":0.4099702983175234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01522061,0.001293814,0.006490953,0.01543242,0.0009999488,0.003636954,0.002194207,0.00209098,0.003814024],"category_scores_gemma":[0.07001799,0.001085686,0.006702111,0.01411355,0.001152319,0.003809661,0.002105814,0.001225197,0.0002973217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071354,"about_ca_system_score_gemma":0.0166064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009667376,"about_ca_topic_score_gemma":0.02623207,"domain_scores_codex":[0.9883422,0.004877386,0.004224318,0.0005571326,0.001690701,0.0003082961],"domain_scores_gemma":[0.9185776,0.06557422,0.008874459,0.0007195252,0.005566122,0.0006880625],"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":[0.0001762539,0.00002527929,0.00081123,0.9409681,0.003489701,0.000100445,0.00068538,0.00005373995,0.00009248604,0.0001662217,0.0006222515,0.05280895],"study_design_scores_gemma":[0.0001734207,0.0002311089,0.002918864,0.9603177,0.02448159,0.0002256003,0.0008676726,0.00006774072,0.0001615007,0.0001453414,0.01038159,0.00002793132],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002464461,0.9954188,0.0002243687,0.0002566825,0.0001116452,0.0007652375,0.0002848577,0.00001058617,0.0004633846],"genre_scores_gemma":[0.01940929,0.9775048,0.001125632,0.0003064127,0.0000583992,0.001355891,0.0001374413,0.000005113978,0.00009708433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01543242,"threshold_uncertainty_score":0.08049524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739032837","doi":"10.21037/mhealth.2017.06.04","title":"Introduction to mHealth—focused issue on evidence-based eHealth adoption and application","year":2017,"lang":"en","type":"editorial","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BAH Enterprises (Canada)","funders":"","keywords":"eHealth; mHealth; Computer science; Data science; Business; Internet privacy; Medicine; Political science; Health care; Psychological intervention; Nursing","authors":[{"name":"Shariq Khoja","is_ca":true},{"name":"Hammad Durrani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05609807497138519,"gpt":0.4501595992138666,"spread":0.3940615242424814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02250948,0.003457496,0.005436993,0.00581855,0.004527368,0.01231246,0.006115989,0.0202099,0.01416527],"category_scores_gemma":[0.06992433,0.001343909,0.003775883,0.003621555,0.005221931,0.01004329,0.002987603,0.02839111,0.008002196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005998351,"about_ca_system_score_gemma":0.01039507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146013,"about_ca_topic_score_gemma":0.004693113,"domain_scores_codex":[0.9838347,0.003431105,0.002899533,0.001927584,0.007190111,0.0007168892],"domain_scores_gemma":[0.8980274,0.05542896,0.004181942,0.001905486,0.03224057,0.008215628],"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":[0.000040627,0.00002041508,0.00004636874,0.001273668,0.00003100449,0.0000684471,0.0000346321,0.00002492512,0.00004449455,0.0003896014,0.9849432,0.01308265],"study_design_scores_gemma":[0.00007032257,0.00005109669,0.0002760252,0.005192989,0.00009547237,0.0003684175,0.0001118205,0.0001393648,0.00007209713,0.001412416,0.9921747,0.00003534459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002392135,0.01717972,0.000123695,0.04266171,0.9392396,0.00002993818,0.00004278716,0.00004428004,0.0006544175],"genre_scores_gemma":[0.0002685976,0.01803146,0.0001661838,0.0341267,0.9449061,0.00003563432,0.00003396747,0.00004030925,0.00239099],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02250948,"threshold_uncertainty_score":0.1190429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387815846","doi":"10.21037/mhealth-23-26","title":"More than juxtaposition: a commentary to Willis et al.’s (2023) mixed method study on mobile mental health interventions","year":2023,"lang":"en","type":"letter","venue":"mHealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychological intervention; Mental health; Psychology; Gerontology; Medicine; Psychiatry","authors":[{"name":"Christine Cassivi","is_ca":true},{"name":"Amélie Blanchet Garneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1087972694046102,"gpt":0.5141512634250057,"spread":0.4053539940203956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03215108,0.001332184,0.002594179,0.001601721,0.008997682,0.007506925,0.005569764,0.08386017,0.01022567],"category_scores_gemma":[0.1829966,0.001515224,0.00300207,0.002085336,0.007581273,0.01042435,0.003348833,0.07193886,0.007412951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00963701,"about_ca_system_score_gemma":0.02033142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03308738,"about_ca_topic_score_gemma":0.06102173,"domain_scores_codex":[0.9671257,0.01726697,0.003596871,0.003076215,0.007401982,0.00153235],"domain_scores_gemma":[0.8224813,0.1406512,0.005589358,0.002353514,0.02072504,0.008199492],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005620282,0.00002325696,0.000126871,0.0001372779,0.0000177463,0.0001404712,0.000276274,0.00001392665,0.00003652008,0.0008651556,0.9939713,0.004334921],"study_design_scores_gemma":[0.0002959148,0.0001078784,0.0009187686,0.002023547,0.0001063125,0.0006384601,0.00146657,0.000233819,0.0002272361,0.008408944,0.9854497,0.0001228962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000769031,0.0009921619,0.00004592374,0.9824003,0.01607194,0.00001184641,0.0000486817,0.00001212035,0.0003402356],"genre_scores_gemma":[0.0003278081,0.0002938655,0.00008908381,0.9896689,0.009009679,0.00004041007,0.000006740332,0.00001102291,0.0005525177],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9678489,"threshold_uncertainty_score":0.1700332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412461043","doi":"10.21037/mhealth-24-72","title":"Transforming daily support with multidisciplinary teleassistance: impact on health parameters in older adults—a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"mHealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Multidisciplinary approach; Physical therapy; Medicine; Gerontology; Physical medicine and rehabilitation; Psychology; Sociology; Internal medicine","authors":[{"name":"Andressa Crystine da Silva Sobrinho","is_ca":false},{"name":"Guilherme da Silva Rodrigues","is_ca":false},{"name":"Karine Pereira Rodrigues","is_ca":false},{"name":"Larissa Chacon Finzeto","is_ca":false},{"name":"Laura Thais Del Vecchio Sampaio","is_ca":false},{"name":"João Paulo Freitas","is_ca":false},{"name":"João Gabriel Ribeiro de Lima","is_ca":false},{"name":"Grace Angélica de Oliveira Gomes","is_ca":false},{"name":"Carlos Roberto Bueno Júnior","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01119164752450814,"gpt":0.3415012375093981,"spread":0.33030958998489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002977415,0.001750171,0.004905154,0.0008732087,0.0007124497,0.001318685,0.001299111,0.003050096,0.007384473],"category_scores_gemma":[0.003431451,0.0008035236,0.003037891,0.0008518172,0.001222554,0.001272924,0.0007847098,0.002660977,0.0006628007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751146,"about_ca_system_score_gemma":0.00159729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622701,"about_ca_topic_score_gemma":0.002431844,"domain_scores_codex":[0.9982072,0.0009398618,0.0002111985,0.0002976724,0.0001455625,0.00019856],"domain_scores_gemma":[0.9982222,0.0005961102,0.0004086002,0.0001552471,0.0001638276,0.0004540089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9774955,0.01161161,0.0003322129,0.001254981,0.001213657,0.00002267137,0.00003847907,0.00008434551,0.0004535737,0.00005061969,0.00023127,0.007211146],"study_design_scores_gemma":[0.9617612,0.03621468,0.0008422918,0.00006256006,0.0006566792,0.000006435536,0.0000205671,0.0001408489,0.00008028246,0.00004347831,0.0001633558,0.000007593111],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638489,0.009439218,0.001027458,0.0007307227,0.00134127,0.02047331,0.001120131,0.0001818437,0.001837244],"genre_scores_gemma":[0.9435005,0.005887041,0.003823841,0.00115916,0.001122467,0.04076812,0.0007804609,0.00002033641,0.002938095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007384473,"threshold_uncertainty_score":0.02470356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402724673","doi":"10.21037/mhealth-24-20","title":"Feasibility and reliability to assess the motor development of infants exposed to gestational COVID-19 using the Alberta Infant Motor Scale remotely","year":2023,"lang":"en","type":"article","venue":"mHealth","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Reliability (semiconductor); Coronavirus disease 2019 (COVID-19); Scale (ratio); Gestational age; Motor skill; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Pregnancy; Developmental psychology; Virology; Geography; Biology; Physics; Outbreak; Cartography","authors":[{"name":"Amanda Oliveira Arguelho","is_ca":false},{"name":"Adrielly Beatriz Damazio Nazario","is_ca":false},{"name":"Amanda Jesus Ribeiro","is_ca":false},{"name":"Andréa Baraldi Cunha","is_ca":false},{"name":"Daniele de Almeida Soares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1237788883595473,"gpt":0.3832297147497082,"spread":0.259450826390161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00714311,0.0004961071,0.0002573046,0.0006862718,0.0002539849,0.0005451454,0.0005824946,0.0004358349,0.0009376925],"category_scores_gemma":[0.01773488,0.0003098717,0.0006048218,0.0003547053,0.0006289791,0.0004159349,0.001002313,0.0004750225,0.0004416765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523096,"about_ca_system_score_gemma":0.0005158003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004587349,"about_ca_topic_score_gemma":0.008816779,"domain_scores_codex":[0.9944563,0.002240886,0.0005872105,0.0006618238,0.001811817,0.0002419841],"domain_scores_gemma":[0.9919986,0.002450242,0.001760292,0.0006949807,0.002728776,0.0003670421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005278382,0.0001633286,0.9731134,0.00005433615,0.0001228874,0.0001144378,0.001069108,0.0002857208,0.003771767,0.0000609209,0.0002003363,0.0205159],"study_design_scores_gemma":[0.00001575389,0.0008877154,0.9958497,0.00001935926,0.00002908498,0.000230876,0.0005169048,0.0008289298,0.001168231,0.00003065548,0.0004115849,0.00001122098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954045,0.0001639448,0.00221501,0.00003549305,0.00002294717,0.0001363162,0.0001426498,0.0000347865,0.001844396],"genre_scores_gemma":[0.9936651,0.000125241,0.004766465,0.00002388763,0.00001088725,0.0001857788,0.0002796002,0.00001313074,0.0009299379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00714311,"threshold_uncertainty_score":0.03777683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}