{"id":"W2098627046","doi":"10.1007/s10916-009-9380-8","title":"Evaluation of a Novel Integrated Sensor System for Synchronous Measurement of Cardiac Vibrations and Cardiac Potentials","year":2009,"lang":"en","type":"article","venue":"Journal of Medical Systems","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"CMC Microsystems","keywords":"Vibration; Cardiac monitoring; SIGNAL (programming language); Cardiac imaging; Biomedical engineering; Diastole; Noise (video); Computer science; Acoustics; Medicine; Artificial intelligence; Cardiology; Internal medicine; Physics","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":[0.001176835,0.0008205637,0.0008791044,0.0004794951,0.0004004847,0.0009318179,0.002150271,0.001459877,0.003242072],"category_scores_gemma":[0.001701113,0.0004315511,0.0003655017,0.000376658,0.0003882383,0.0009847352,0.0005576698,0.0004854417,0.0006708059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006162813,"about_ca_system_score_gemma":0.0009872438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054836,"about_ca_topic_score_gemma":0.001789084,"domain_scores_codex":[0.9987866,0.0001951816,0.00006505266,0.0002750829,0.0005809827,0.00009711806],"domain_scores_gemma":[0.9986024,0.000342642,0.00009404164,0.00008912663,0.0007328753,0.0001389509],"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":[0.002375431,0.0007638443,0.006681875,0.0005158005,0.0001934354,0.0003281944,0.0002095174,0.001247939,0.9114795,0.0005443296,0.001358386,0.07430169],"study_design_scores_gemma":[0.0006231593,0.01295575,0.02435059,0.00006953386,0.0008495622,0.002476013,0.0001792915,0.08310784,0.8653053,0.0002451816,0.009727051,0.0001107305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6288465,0.001505265,0.3610706,0.0005825699,0.00084277,0.0008656338,0.0005561179,0.002417546,0.003312935],"genre_scores_gemma":[0.8953792,0.0004220961,0.09919474,0.0004719303,0.0001369951,0.0002760922,0.0003269436,0.0001133046,0.003678732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003242072,"threshold_uncertainty_score":0.01084584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861674965190386,"score_gpt":0.2732463378118132,"score_spread":0.2346295881599094,"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."}}