{"id":"W4406593547","doi":"10.2196/60484","title":"Opportunities and Challenges Surrounding the Use of Wearable Sensor Bracelets for Infectious Disease Detection During Hajj: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; Qualitative research; Infectious disease (medical specialty); Internet privacy; Medicine; Computer security; Computer science; Embedded system; Disease; World Wide Web; Sociology; Pathology","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":[0.01808058,0.0005868037,0.000764962,0.001639851,0.008111669,0.003291133,0.001539961,0.002009841,0.002154289],"category_scores_gemma":[0.02380386,0.0008260848,0.0005272864,0.001565358,0.005748472,0.004605741,0.005541578,0.002874664,0.0003563367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004488602,"about_ca_system_score_gemma":0.005109721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007981139,"about_ca_topic_score_gemma":0.009413817,"domain_scores_codex":[0.9883931,0.008477886,0.0004589409,0.0004567703,0.0005788571,0.0016344],"domain_scores_gemma":[0.9723478,0.02107569,0.001676905,0.0004045777,0.002542255,0.00195277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002059368,0.00002372501,0.002799625,0.0001260144,0.000002742349,0.0004759305,0.9931177,0.00003632979,0.000544395,0.0005552715,0.0002300183,0.002067685],"study_design_scores_gemma":[0.000001545764,0.00002619268,0.0007734974,0.00008815624,0.000002005785,0.00009358685,0.9966081,0.00008506809,0.0001280122,0.0001014792,0.002085574,0.000006843047],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887984,0.0006720943,0.003937946,0.002895655,0.00005065018,0.0003690296,0.0001773556,0.00001713381,0.003081569],"genre_scores_gemma":[0.9937749,0.00121802,0.001781545,0.0008611265,0.00002071907,0.0006959836,0.00007551894,0.00001645544,0.00155572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808058,"threshold_uncertainty_score":0.09562039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4541915592330847,"score_gpt":0.5124155728228972,"score_spread":0.0582240135898125,"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."}}