{"id":"W4361285897","doi":"10.1016/j.cct.2023.107103","title":"The WE SENSE study protocol: A controlled, longitudinal clinical trial on the use of wearable sensors for early detection and tracking of viral respiratory tract infections","year":2023,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Respiratory viral infections research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital; Université de Montréal; McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Mitacs; McGill University","keywords":"Medicine; Respiratory tract infections; Wearable computer; Protocol (science); Tracking (education); Respiratory tract; Clinical trial; Respiratory system; Coronavirus disease 2019 (COVID-19); Virology; Internal medicine; Pathology; Infectious disease (medical specialty); Disease; Alternative medicine; Embedded system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01259149,0.003320013,0.004511004,0.0007747887,0.002093537,0.002500571,0.001553505,0.004307363,0.009463624],"category_scores_gemma":[0.01378789,0.001386001,0.002405859,0.0008524212,0.003509173,0.001948154,0.001458196,0.004574485,0.002262593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051361,"about_ca_system_score_gemma":0.006017238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769559,"about_ca_topic_score_gemma":0.002524822,"domain_scores_codex":[0.9930875,0.004327853,0.0007497546,0.0006612858,0.0006646139,0.0005090288],"domain_scores_gemma":[0.9947793,0.001463116,0.001493333,0.0007834553,0.0007390544,0.0007417475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9455278,0.01921068,0.001399615,0.003307309,0.002936101,0.00008667717,0.000283761,0.0005053545,0.005132263,0.001092576,0.005008877,0.01550894],"study_design_scores_gemma":[0.9085318,0.08079425,0.003070637,0.0003127975,0.001552277,0.0000303575,0.00007972214,0.0002148169,0.0007221399,0.000477883,0.004160464,0.00005279372],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3929337,0.006542377,0.01494584,0.003680653,0.003526591,0.5596502,0.009426699,0.0007179066,0.008575883],"genre_scores_gemma":[0.2962175,0.002986788,0.01762447,0.003847663,0.001176964,0.6685749,0.002629984,0.0001071363,0.00683448],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01259149,"threshold_uncertainty_score":0.06659096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7829625884529021,"score_gpt":0.5997262047213503,"score_spread":0.1832363837315518,"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."}}