{"id":"W2134643721","doi":"10.1109/bsn.2006.27","title":"HealthGear: A Real-time Wearable System for Monitoring and Analyzing Physiological Signals","year":2006,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation","funders":"","keywords":"Wearable computer; Bluetooth; Computer science; Focus (optics); Phone; Set (abstract data type); Sleep (system call); Real-time computing; Bluetooth Low Energy; Remote patient monitoring; Embedded system; Wireless; Medicine; Telecommunications","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":[0.000694239,0.0009763439,0.000829756,0.0009193517,0.0002585223,0.0008337987,0.0009777229,0.00135648,0.007407339],"category_scores_gemma":[0.0008584097,0.000392701,0.0003697838,0.0004406355,0.0003606672,0.0008540066,0.0009095919,0.0005639948,0.00357499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311756,"about_ca_system_score_gemma":0.0002328459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004484962,"about_ca_topic_score_gemma":0.000728714,"domain_scores_codex":[0.9995241,0.000102199,0.00003628774,0.0001382349,0.0001553253,0.00004376749],"domain_scores_gemma":[0.9995776,0.0001402958,0.00006005376,0.00007180192,0.00007859087,0.00007162294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002324752,0.0006026116,0.00939743,0.0009467934,0.0003314849,0.0009147443,0.0004906604,0.001631246,0.2755557,0.001953305,0.04726411,0.6585872],"study_design_scores_gemma":[0.002073196,0.0132129,0.09322548,0.0005492654,0.001399771,0.01667654,0.0004755325,0.09004045,0.4011901,0.006137713,0.3739083,0.001110745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1098093,0.00612869,0.8109245,0.000956052,0.001035966,0.00128769,0.00388741,0.0549642,0.01100625],"genre_scores_gemma":[0.384424,0.004764879,0.5715738,0.002791396,0.0009503479,0.00146504,0.005555744,0.001239269,0.02723548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007407339,"threshold_uncertainty_score":0.02478004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656562346501804,"score_gpt":0.2403541254669621,"score_spread":0.2237885020019441,"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."}}