{"id":"W2101864343","doi":"10.1109/ccece.2011.6030536","title":"A heart rate sensor based on seismocardiography for vital sign monitoring systems","year":2011,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Accelerometer; Computer science; Heart beat; Remote patient monitoring; Heart rate; Vital signs; SIGNAL (programming language); Embedded system; Real-time computing; Blood pressure; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002584717,0.0002882221,0.0002971365,0.0002765433,0.00008883591,0.0000686863,0.0001396776,0.0001123078,0.00001033347],"category_scores_gemma":[0.00002783619,0.0002801879,0.0002526761,0.0002896783,0.00002220155,0.0001621064,0.00001514534,0.0001422946,0.00007166454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007706387,"about_ca_system_score_gemma":0.00001125949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007701803,"about_ca_topic_score_gemma":2.457036e-7,"domain_scores_codex":[0.9987444,0.00004205762,0.0002527295,0.0002881249,0.0001900197,0.0004826325],"domain_scores_gemma":[0.999162,0.0002330068,0.00002511689,0.0003445681,0.000072966,0.0001623667],"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":[0.000203497,0.0001359161,0.06913479,0.0008189396,0.0004609216,0.00007333099,0.0003810395,0.138611,0.7847695,0.0003731686,0.003965345,0.00107248],"study_design_scores_gemma":[0.001461592,0.0005435616,0.00632898,0.0003590929,0.00007804089,0.00001081633,0.0006178936,0.01868156,0.9667216,0.0001089452,0.00399078,0.001097125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3265953,0.0004018601,0.6183333,0.00004042194,0.01198657,0.002758702,0.00008626146,0.003552678,0.03624491],"genre_scores_gemma":[0.9902276,0.000003496955,0.008552369,0.00003017215,0.0007350272,0.0002563482,0.00000300951,0.0001077132,0.00008420368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6636324,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914694194677511,"score_gpt":0.2166725562272581,"score_spread":0.1875256142804829,"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."}}