{"id":"W2090969689","doi":"10.1109/memea.2013.6549721","title":"Bed occupancy measurements using under mattress pressure sensors for long term monitoring of community-dwelling older adults","year":2013,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Carleton University","funders":"","keywords":"Occupancy; Morning; Term (time); Computer science; Sampling (signal processing); Real-time computing; Simulation; Medicine; Engineering; Detector; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274169,0.0002111734,0.0002285424,0.000398278,0.0001104702,0.0002164485,0.0001744161,0.0001616097,0.0007054926],"category_scores_gemma":[0.001334628,0.0000923584,0.0001222235,0.0003916667,0.00005814847,0.0001842675,0.0001423694,0.0001441391,0.0001184046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007737361,"about_ca_system_score_gemma":0.0001206526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009861746,"about_ca_topic_score_gemma":0.002784563,"domain_scores_codex":[0.9997898,0.00004946146,0.00001579708,0.00002711785,0.0001079506,0.000009838393],"domain_scores_gemma":[0.9996018,0.0001315782,0.0000900903,0.00002204717,0.0001304863,0.00002408369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002120179,0.0004619272,0.3682958,0.0005788382,0.0001247643,0.0003937715,0.0009206586,0.006841272,0.2715448,0.000265547,0.001811335,0.3466411],"study_design_scores_gemma":[0.00004784795,0.002373116,0.8335853,0.00005545174,0.0001063805,0.001468597,0.0004618736,0.09934292,0.06057054,0.0002171479,0.001717179,0.00005369111],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628214,0.0002431789,0.03527281,0.00004834817,0.00003562013,0.00006032287,0.000406977,0.0002113246,0.0009000798],"genre_scores_gemma":[0.9723574,0.0002027251,0.02661133,0.0000276073,0.00002570644,0.00005202787,0.0002588251,0.000010641,0.0004537162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009861746,"threshold_uncertainty_score":0.002360046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06143213514411598,"score_gpt":0.2818397109420399,"score_spread":0.2204075757979239,"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."}}