{"id":"W2540704916","doi":"10.1109/tic-sth.2009.5444407","title":"Non-invasive health monitoring system (NIHMS)","year":2009,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bluetooth; Microcontroller; Oxygen saturation; Computer science; Blood pressure; Breathing; Automation; Population; Real-time computing; Embedded system; Medicine; Engineering; Wireless; Telecommunications; Anesthesia; Oxygen","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":[0.0007668384,0.0005533827,0.0006780961,0.0009374396,0.0003399383,0.0007056964,0.0009155126,0.0007229504,0.01988957],"category_scores_gemma":[0.002033715,0.0001393047,0.000213963,0.0004951856,0.0001552773,0.0005334009,0.0008507136,0.0004568195,0.006693568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557173,"about_ca_system_score_gemma":0.0004374624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005165322,"about_ca_topic_score_gemma":0.0005744562,"domain_scores_codex":[0.999042,0.000199881,0.00008883102,0.0001648943,0.0004631252,0.00004118073],"domain_scores_gemma":[0.9988903,0.0003288753,0.0001401834,0.0001377476,0.0004160824,0.0000868066],"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":[0.001245511,0.0003827609,0.01503956,0.001174984,0.0001218418,0.0004638077,0.0004062138,0.001120555,0.104233,0.004709919,0.08260971,0.7884923],"study_design_scores_gemma":[0.001100795,0.006535607,0.1301529,0.0008924878,0.0005552639,0.008033547,0.0003867916,0.1289765,0.1971432,0.008422201,0.5174428,0.0003579014],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1256325,0.007515403,0.6575823,0.002953325,0.003550062,0.003336437,0.01296809,0.07029375,0.1161682],"genre_scores_gemma":[0.7329967,0.002790854,0.1430802,0.003002452,0.00149992,0.003065815,0.007193929,0.0006326009,0.1057375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01988957,"threshold_uncertainty_score":0.0665372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149944184807909,"score_gpt":0.2327019075760638,"score_spread":0.2212024657279847,"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."}}