{"id":"W4399558051","doi":"10.1056/nejmc2404921","title":"Wearable Digital Health Technologies in Clinical Care","year":2024,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Wearable computer; Digital health; Health care; Wearable technology; Medicine; Human–computer interaction; Computer science; Internet privacy; Political science; Embedded system","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":[],"consensus_categories":[],"category_scores_codex":[0.01138106,0.0008865024,0.001258335,0.001484666,0.007474702,0.01233794,0.001921458,0.09002106,0.02777019],"category_scores_gemma":[0.04254955,0.001096116,0.001407964,0.00145474,0.007134023,0.01103762,0.006089851,0.04939345,0.01375537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008200256,"about_ca_system_score_gemma":0.01240837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045525,"about_ca_topic_score_gemma":0.03181576,"domain_scores_codex":[0.987388,0.005047717,0.001413482,0.001105117,0.003689062,0.00135667],"domain_scores_gemma":[0.953648,0.02972247,0.002406063,0.001250911,0.004715113,0.008257393],"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":[0.00002886947,0.00003771118,0.0008108501,0.00009406559,0.000008385829,0.001288534,0.0003870178,0.00005524496,0.0002052343,0.01117902,0.9583823,0.02752283],"study_design_scores_gemma":[0.00004221376,0.00006327662,0.00136971,0.0007069744,0.00001415838,0.001270386,0.0008432579,0.0002961633,0.00009068385,0.01125311,0.9840149,0.00003501823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002928334,0.002686721,0.0002528924,0.9676223,0.01025652,0.00001568668,0.00003149862,0.000022161,0.01881946],"genre_scores_gemma":[0.005188374,0.003856317,0.0005532824,0.9146491,0.04000818,0.00006611306,0.00003188658,0.00003173168,0.03561506],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09002106,"threshold_uncertainty_score":0.09290057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06931445313771925,"score_gpt":0.4668463308953589,"score_spread":0.3975318777576397,"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."}}