{"id":"W2960504677","doi":"10.1109/tap.2019.2927777","title":"Miniaturized Circularly Polarized Doppler Radar for Human Vital Sign Detection","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Google","keywords":"Optics; Physics; Antenna measurement; Antenna factor; Doppler radar; Antenna (radio); Radar; Acoustics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001340056,0.0001907709,0.0001829741,0.0001724017,0.0001959923,0.00008544717,0.00005770575,0.0001309526,0.00002858463],"category_scores_gemma":[0.000003387758,0.0001931767,0.0001025993,0.0001617982,0.00002376085,0.0003340108,5.775192e-7,0.0001971151,0.00002724613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008226436,"about_ca_system_score_gemma":0.00001037316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002489481,"about_ca_topic_score_gemma":0.00002346877,"domain_scores_codex":[0.9991384,0.00002829249,0.0002182071,0.0002451347,0.0001489214,0.0002210125],"domain_scores_gemma":[0.9996051,0.00006304355,0.00003922728,0.000153703,0.0000681587,0.00007072047],"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":[0.00007790166,0.00002817438,0.0000234544,0.0000959995,0.00004872489,8.699898e-7,0.0001247537,0.00008197884,0.9945575,0.00001767242,0.000002411069,0.004940569],"study_design_scores_gemma":[0.002008229,0.0003752187,0.0002308052,0.0000718185,0.00005659453,0.00001772574,0.00009911536,0.00404969,0.9923567,0.0002887933,0.000112487,0.0003328784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3184955,0.00003378432,0.679714,0.00001854427,0.0007866203,0.0006809792,0.00002230957,0.0001886044,0.00005968945],"genre_scores_gemma":[0.9983187,0.00002012741,0.001203599,0.00001812973,0.0001067382,0.0001107621,0.00001051171,0.0000529234,0.0001585556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6798232,"threshold_uncertainty_score":0.7877519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107619748175727,"score_gpt":0.2158727570846901,"score_spread":0.2047965596029328,"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."}}