{"id":"W4385499482","doi":"10.2196/47388","title":"Digital Platform for Continuous Monitoring of Patients Using a Smartwatch: Longitudinal Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung; Samsung Eletrônica da Amazônia","keywords":"Smartwatch; Wearable computer; Preprint; Computer science; Wearable technology; Internet privacy; Human–computer interaction; Embedded system; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001602885,0.0003596984,0.0005537524,0.0006766491,0.001060365,0.001147229,0.0004956843,0.0007700238,0.002693561],"category_scores_gemma":[0.002510592,0.0005088011,0.001121199,0.0009785173,0.0003106214,0.001191415,0.0007133112,0.001627363,0.0007408257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641569,"about_ca_system_score_gemma":0.0006185513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005005998,"about_ca_topic_score_gemma":0.006394592,"domain_scores_codex":[0.9989995,0.0002095626,0.000111857,0.0002929434,0.0001905323,0.0001956526],"domain_scores_gemma":[0.9986954,0.000166496,0.000446776,0.000220297,0.0002366414,0.0002343042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004933767,0.0003231844,0.9966556,0.000048046,0.0001543008,0.00009985572,0.0003441589,0.00001676131,0.0002099288,0.00004978515,0.0002441702,0.001360825],"study_design_scores_gemma":[0.00005270431,0.001232209,0.9958426,0.00005138697,0.0002206168,0.0002979318,0.001159287,0.0002000673,0.00007896747,0.00007599842,0.0007705045,0.00001772871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977645,0.0005180361,0.0002928674,0.00006871,0.00002176388,0.0001159619,0.0006507956,0.000003847441,0.0005635745],"genre_scores_gemma":[0.9981111,0.0002108725,0.0003073686,0.000108818,0.00002044867,0.000120399,0.0006373849,0.000004555055,0.0004790179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005005998,"threshold_uncertainty_score":0.009953678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138973277780993,"score_gpt":0.4164799582970359,"score_spread":0.3025826305189366,"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."}}