{"id":"W2051147215","doi":"10.1109/iembs.2009.5333964","title":"A flexible pressure monitoring system for pressure ulcer prevention","year":2009,"lang":"en","type":"article","venue":"","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Consortia for Improving Medicine with Innovation and Technology","keywords":"Pressure sensor; Capacitive sensing; Remote patient monitoring; Pressure measurement; Offset (computer science); Computer science; Biomedical engineering; Electronic engineering; Medicine; Electrical engineering; Engineering; Mechanical engineering","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":[0.0009577413,0.0002067933,0.0003070742,0.0001252184,0.0006627516,0.00002934388,0.0002818645,0.0002226589,0.0005612108],"category_scores_gemma":[0.00005790446,0.0001810747,0.0001748332,0.0001474934,0.00001080891,0.0002987632,0.00009934357,0.0002727922,0.0001674646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005445323,"about_ca_system_score_gemma":0.00007525718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000337412,"about_ca_topic_score_gemma":0.000008396684,"domain_scores_codex":[0.9978272,0.0003169768,0.0005721388,0.0004161477,0.0002938881,0.0005736301],"domain_scores_gemma":[0.9988005,0.0001093202,0.0002459826,0.0004935712,0.0002062529,0.0001444075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009317129,0.0008718575,0.007188396,0.01115825,0.001447594,0.000005812791,0.003140947,0.00129199,0.004949048,0.4060742,0.4989929,0.0639473],"study_design_scores_gemma":[0.002364545,0.0001903568,0.01389283,0.0006840286,0.0005178896,9.078184e-7,0.00193694,0.001052805,0.00162277,0.002683478,0.9747582,0.0002952309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002063977,0.002827581,0.4397239,0.003910693,0.007037671,0.01637293,0.0000741628,0.003824054,0.524165],"genre_scores_gemma":[0.6610314,0.00001538491,0.003279086,0.0002126965,0.0006846734,0.0006885652,0.00001699619,0.000023015,0.3340482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6589674,"threshold_uncertainty_score":0.7384013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07394665577856008,"score_gpt":0.4380405488618109,"score_spread":0.3640938930832508,"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."}}