{"meta":{"query_hash":"59f38f50c601","filters":{"venue":"Exploration of Digital Health Technologies"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/59f38f50c601","api":"https://metacan.xera.ac/api/v1/cohort?venue=Exploration+of+Digital+Health+Technologies"},"results":[{"id":"W4395005586","doi":"10.37349/edht.2024.00013","title":"Digital health and mobile health: a bibliometric analysis of the 100 most cited papers and their contributing authors","year":2024,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Regional science; Data science; Library science; Sociology; Computer science","score_opus":0.06442805839219386,"score_gpt":0.4062224184368435,"score_spread":0.34179436004464964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395005586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5993684,0.20437378,0.014291001,0.005320249,0.0018134922,0.004538822,0.109283626,0.0012381214,0.05977255],"genre_scores_gemma":[0.7790385,0.112891436,0.049935233,0.00048127142,0.0015894573,0.0052227792,0.043221463,0.000346542,0.007273267],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97802025,0.0032374698,0.005960255,0.0018178025,0.010275665,0.0006885048],"domain_scores_gemma":[0.9460457,0.029525224,0.008967103,0.0016824682,0.012559163,0.001220367],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.016674895,0.0011435415,0.0029021036,0.18606636,0.0021132969,0.0077538677,0.0015098281,0.0011219094,0.0073621445],"category_scores_gemma":[0.07059873,0.00038963894,0.003147255,0.18812206,0.0009806649,0.004407474,0.0032536387,0.00068124186,0.0021386712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011169787,0.00041655058,0.31858602,0.079534985,0.0058292365,0.0018262467,0.009284247,0.0021346326,0.0054185144,0.008401192,0.04260885,0.5248425],"study_design_scores_gemma":[0.0004880014,0.0010109942,0.6136574,0.019975293,0.015067541,0.007667235,0.0255129,0.00957044,0.008378527,0.018336719,0.27979964,0.00053529243],"about_ca_topic_score_codex":0.0025656377,"about_ca_topic_score_gemma":0.0029943206,"teacher_disagreement_score":0.9833251,"about_ca_system_score_codex":0.002520182,"about_ca_system_score_gemma":0.005541321,"threshold_uncertainty_score":0.08818632},"labels":[],"label_agreement":null},{"id":"W4400012607","doi":"10.37349/edht.2024.00017","title":"Tracing participants for longitudinal environmental health research using social networking sites: a pilot study","year":2024,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario Tech University","funders":"","keywords":"Tracing; Longitudinal study; Psychology; Environmental planning; Environmental health; Geography; Computer science; Medicine","score_opus":0.7830594727289015,"score_gpt":0.5678596823718414,"score_spread":0.21519979035706016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400012607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96536547,0.0003653947,0.0066966317,0.0009060024,0.00013943615,0.021272011,0.0019460516,0.00008138468,0.0032275997],"genre_scores_gemma":[0.9300538,0.0009912702,0.026738413,0.0016774806,0.00021674833,0.03551892,0.0015514189,0.000042760414,0.0032091592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463946,0.0032462345,0.00029362715,0.00042222472,0.0006599193,0.0007385493],"domain_scores_gemma":[0.9860145,0.004285811,0.0014774721,0.0021967827,0.003660032,0.0023653435],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014948728,0.0005954527,0.0004429857,0.0012319965,0.0028808904,0.0012061353,0.0013178398,0.0010677904,0.0035639245],"category_scores_gemma":[0.01625942,0.000650287,0.0007366443,0.0009699561,0.000938222,0.0013124739,0.0018830847,0.0012640475,0.0011256975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033052545,0.016590789,0.75111336,0.0012486468,0.00019004387,0.0031490452,0.051737145,0.00033399925,0.00407507,0.00198757,0.01409044,0.15217867],"study_design_scores_gemma":[0.0038823246,0.062810555,0.7825385,0.0013057926,0.0005470782,0.0019029633,0.08253733,0.0025747889,0.0033198968,0.0021838546,0.056203242,0.00019370188],"about_ca_topic_score_codex":0.027693786,"about_ca_topic_score_gemma":0.055998538,"teacher_disagreement_score":0.9850513,"about_ca_system_score_codex":0.0013956705,"about_ca_system_score_gemma":0.006905705,"threshold_uncertainty_score":0.079057336},"labels":[],"label_agreement":null},{"id":"W4411441847","doi":"10.37349/edht.2025.101154","title":"Analyzing tweets before and after Meta’s graphic self-harm imagery ban: a content analysis","year":2025,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Waypoint Centre for Mental Health Care; Queen's University; University of Toronto","funders":"","keywords":"Harm; Social media; Content analysis; Moderation; Psychology; Mental health; Theme (computing); Social psychology; Sociology; Computer science; World Wide Web; Social science","score_opus":0.077497428933712,"score_gpt":0.34866773217499425,"score_spread":0.2711703032412822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411441847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711459,0.0003260445,0.002524457,0.000669014,0.00014174504,0.00085214514,0.018461563,0.00013201196,0.005747199],"genre_scores_gemma":[0.9456472,0.00060049305,0.020620722,0.0005405917,0.00017134105,0.0030723305,0.02174266,0.00021133355,0.0073933685],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986123,0.00038219505,0.00014698607,0.00027089645,0.000400926,0.0001866299],"domain_scores_gemma":[0.9895321,0.005915926,0.0013147098,0.0005017409,0.0024743893,0.00026122085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017130646,0.00032212833,0.00035673386,0.0037817804,0.001130732,0.0018031552,0.0003380518,0.00057242706,0.0017404848],"category_scores_gemma":[0.012107296,0.0002264916,0.00031534818,0.004206528,0.0007382136,0.0017291205,0.0014040004,0.00069902197,0.00084611936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026439517,0.00060983433,0.3463181,0.0050647766,0.00017965877,0.0029496662,0.27696773,0.0015374249,0.06230691,0.0070644766,0.035281613,0.25907588],"study_design_scores_gemma":[0.000035699115,0.00038608033,0.72072756,0.001069691,0.00013608905,0.00059067324,0.14859848,0.0058529046,0.018016499,0.0019509804,0.10246903,0.00016629798],"about_ca_topic_score_codex":0.0058836425,"about_ca_topic_score_gemma":0.008991817,"teacher_disagreement_score":0.0058836425,"about_ca_system_score_codex":0.0012608104,"about_ca_system_score_gemma":0.00094959664,"threshold_uncertainty_score":0.011698782},"labels":[],"label_agreement":null},{"id":"W4414575989","doi":"10.37349/edht.2025.101163","title":"Effect of a smartphone-based educational toolkit on behavioural outcomes in personal care product use: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Randomized controlled trial; Intervention (counseling); Personal care; Health care; Perception; Control (management); Health education; Behavior change; Treatment and control groups","score_opus":0.050213329333059054,"score_gpt":0.42806428181698747,"score_spread":0.3778509524839284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414575989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536318,0.0064220005,0.0010202167,0.0010855802,0.0018191702,0.03195812,0.0012020972,0.00023791924,0.002623095],"genre_scores_gemma":[0.9281553,0.004327502,0.005362695,0.0011568418,0.0009084516,0.05561235,0.00055085664,0.000028233017,0.0038978218],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99687344,0.0016499305,0.0003730374,0.00048759853,0.0002705847,0.0003454259],"domain_scores_gemma":[0.9969373,0.0014130989,0.00059458206,0.0001845567,0.0002193932,0.0006511556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034752025,0.0017135914,0.0041646264,0.0009968384,0.0010201542,0.0012451967,0.0014366816,0.0033600144,0.0119088255],"category_scores_gemma":[0.0062871906,0.0008916516,0.0034602373,0.00087613444,0.0015672595,0.0013350155,0.00097390695,0.00327546,0.00092511694],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9428082,0.031497095,0.0005855251,0.0037349977,0.0017418022,0.000040269922,0.00012296323,0.00019247079,0.00058361876,0.00010298536,0.0005123153,0.018077696],"study_design_scores_gemma":[0.93108743,0.06565243,0.0014852937,0.00020413725,0.0008033822,0.0000065083013,0.000049279857,0.0001974745,0.00014725189,0.00006778805,0.00028568515,0.000013261331],"about_ca_topic_score_codex":0.003941979,"about_ca_topic_score_gemma":0.0044851196,"teacher_disagreement_score":0.0119088255,"about_ca_system_score_codex":0.0013899463,"about_ca_system_score_gemma":0.0021875415,"threshold_uncertainty_score":0.03983903},"labels":[],"label_agreement":null},{"id":"W4415267387","doi":"10.37349/edht.2025.101166","title":"Global innovative perspectives and trends on digital health and patient safety: highlights from the #DHPSP2024 networking event","year":2025,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre; Structural Genomics Consortium; University of Toronto","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Digital health; Event (particle physics); Key (lock); eHealth; Telemedicine; Health care; Quality (philosophy); Qualitative research; Digital media","score_opus":0.08625126450475101,"score_gpt":0.398325195168076,"score_spread":0.312073930663325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415267387","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.319176,0.015675904,0.00563427,0.3438834,0.016406043,0.0003666078,0.0041778083,0.00026169786,0.2944184],"genre_scores_gemma":[0.89343226,0.016213862,0.0035872653,0.030498117,0.008431208,0.00039057762,0.00191871,0.00023768935,0.04529026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967654,0.001728023,0.00006889065,0.00022155301,0.0006289293,0.0005871397],"domain_scores_gemma":[0.9900564,0.0059242984,0.0005582256,0.00035609867,0.00076094095,0.0023441336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007707115,0.0004935302,0.00019741773,0.0012254303,0.0047506527,0.007256472,0.0006849193,0.002324102,0.009773533],"category_scores_gemma":[0.0077586556,0.00020416499,0.0003422734,0.0021397094,0.0039249463,0.00533432,0.007570772,0.0031787327,0.0008826796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005334785,0.0002455121,0.020629296,0.0030184328,0.00004713365,0.0048129717,0.20736544,0.000941946,0.004297101,0.14827174,0.38284656,0.22699034],"study_design_scores_gemma":[0.000013282822,0.0000904951,0.012561828,0.00041806183,0.000007523821,0.00042866863,0.07521407,0.00017917964,0.00065619865,0.0033705183,0.90702057,0.00003966392],"about_ca_topic_score_codex":0.0050500385,"about_ca_topic_score_gemma":0.010322583,"teacher_disagreement_score":0.009773533,"about_ca_system_score_codex":0.0042434563,"about_ca_system_score_gemma":0.0038349384,"threshold_uncertainty_score":0.040759623},"labels":[],"label_agreement":null},{"id":"W4415383508","doi":"10.37349/edht.2025.101167","title":"The role of artificial intelligence (AI) in foodborne disease prevention and management—a mini literature review","year":2025,"lang":"en","type":"article","venue":"Exploration of Digital Health Technologies","topic":"Smart Agriculture and AI","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Public health; Food safety; Food supply; Disease; Disease surveillance; Outbreak; Food chain; Quality (philosophy)","score_opus":0.025250334614515955,"score_gpt":0.2912710652788711,"score_spread":0.2660207306643551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415383508","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017711562,0.9969105,0.00037866947,0.0013749682,0.0002830108,0.000008551061,0.000014138358,0.000007064472,0.00084604503],"genre_scores_gemma":[0.0012717514,0.99720395,0.00049569487,0.00048244622,0.0003858346,0.000011256726,0.000020085397,0.0000025805746,0.00012639712],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986595,0.00046632922,0.00022350343,0.00015078142,0.00042045568,0.00007942629],"domain_scores_gemma":[0.99036485,0.007707497,0.0005326472,0.00012845392,0.0011266595,0.00013989641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025268437,0.0008774921,0.0012420156,0.0052084215,0.00046920902,0.003279398,0.0013038899,0.0021509656,0.0032764238],"category_scores_gemma":[0.005734437,0.00040838285,0.0010569632,0.005845728,0.0012767245,0.003937213,0.0010923076,0.0019470804,0.0009477071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000549544,0.00007748371,0.00083413377,0.04541362,0.00022087058,0.0001785057,0.0003336452,0.0007757262,0.0004674584,0.010273342,0.022708325,0.91866195],"study_design_scores_gemma":[0.000015620803,0.00018772397,0.0039251447,0.07618619,0.00065305136,0.0012592938,0.0010353739,0.0010608924,0.0006668481,0.018253947,0.8966789,0.0000769869],"about_ca_topic_score_codex":0.0027091675,"about_ca_topic_score_gemma":0.0029944812,"teacher_disagreement_score":0.0052084215,"about_ca_system_score_codex":0.0013407264,"about_ca_system_score_gemma":0.0039122975,"threshold_uncertainty_score":0.013363421},"labels":[],"label_agreement":null}]}