{"id":"W4283808321","doi":"10.1159/000525080","title":"Considerations for Conducting Bring Your Own “Device” (BYOD) Clinical Studies","year":2022,"lang":"en","type":"review","venue":"Digital Biomarkers","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Data collection; The Internet; Health care; Computer science; Bring your own device; Clinical trial; Internet privacy; Medicine; Mobile device; World Wide Web; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4908768,0.001134919,0.002505087,0.002377963,0.003399479,0.0134016,0.006281551,0.01376376,0.0303853],"category_scores_gemma":[0.5484191,0.00174143,0.003540533,0.001912263,0.00910903,0.01805421,0.008956847,0.01081903,0.0166687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998514,"about_ca_system_score_gemma":0.02555487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139386,"about_ca_topic_score_gemma":0.00320389,"domain_scores_codex":[0.47182,0.4689851,0.0231204,0.006953724,0.02553923,0.003581702],"domain_scores_gemma":[0.2075605,0.6383877,0.02332873,0.0671065,0.04066466,0.02295201],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003539128,0.001382246,0.006941353,0.01146868,0.0004345907,0.000977252,0.01200855,0.0008351334,0.001939341,0.05159677,0.4500552,0.4588217],"study_design_scores_gemma":[0.002107244,0.003731224,0.00877877,0.02699231,0.0004730144,0.002115039,0.009418891,0.001372844,0.002065253,0.0702649,0.872244,0.0004364481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01151977,0.01675615,0.1090419,0.7483857,0.02239618,0.01996245,0.002799922,0.002678765,0.06645921],"genre_scores_gemma":[0.0922502,0.01289088,0.4849978,0.3114636,0.01116473,0.07160714,0.0009918724,0.001094108,0.01353967],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5091232,"threshold_uncertainty_score":0.6278395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7378789015365975,"score_gpt":0.6301187431315532,"score_spread":0.1077601584050443,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}