{"id":"W4415002709","doi":"10.32920/30320887.v1","title":"Self-Powered Wearable Health Monitoring Platform","year":2025,"lang":"en","type":"preprint","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Wearable computer; Energy harvesting; Biosensor; Supercapacitor; Wearable technology; Sensitivity (control systems); Polyvinylidene fluoride; Transducer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001665519,0.0003539186,0.0002669269,0.0003500443,0.000150742,0.0004646433,0.0007451423,0.0005307652,0.009357508],"category_scores_gemma":[0.0002156895,0.0001634953,0.0002193804,0.0001756387,0.00009073505,0.0006602118,0.0007290227,0.0003288208,0.00381745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363672,"about_ca_system_score_gemma":0.0001660595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001478552,"about_ca_topic_score_gemma":0.0001379379,"domain_scores_codex":[0.9998098,0.00001707329,0.00001045796,0.00005961079,0.00007743367,0.00002560705],"domain_scores_gemma":[0.9999198,0.00001014421,0.00001037709,0.00001653999,0.00003314406,0.00001000974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002999512,0.0002692638,0.0010944,0.0004860488,0.00005175424,0.0008872821,0.0001698102,0.001796713,0.7501657,0.004740966,0.02162178,0.2184163],"study_design_scores_gemma":[0.00012385,0.001271803,0.006148529,0.0001239982,0.0000875128,0.002628148,0.000138024,0.04857709,0.75122,0.00219872,0.1873863,0.00009606617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3585614,0.006671206,0.4947581,0.002354757,0.001831408,0.001414403,0.003643726,0.01754194,0.113223],"genre_scores_gemma":[0.785884,0.00314066,0.1024003,0.001580255,0.0004186037,0.001078891,0.003059311,0.0003747991,0.1020633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009357508,"threshold_uncertainty_score":0.031304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790719251643879,"score_gpt":0.2558679714013688,"score_spread":0.23796077888493,"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."}}