{"id":"W4240057624","doi":"10.21203/rs.3.rs-46286/v1","title":"Remote Health Monitoring System for Bedbound Patients","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Healthcare system; Business; Computer science; Health care; Political science","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":[0.0003784665,0.000461156,0.0005716515,0.0004558251,0.0002323698,0.0004203748,0.0005115665,0.0006781061,0.006422498],"category_scores_gemma":[0.0007682088,0.0001096186,0.0001886037,0.0001985966,0.0000978675,0.0003206087,0.0005412205,0.0003994958,0.002311949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549592,"about_ca_system_score_gemma":0.0001384814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946895,"about_ca_topic_score_gemma":0.0002750446,"domain_scores_codex":[0.9996778,0.00008238367,0.00002417628,0.0001013926,0.00008419172,0.0000300982],"domain_scores_gemma":[0.999576,0.0001270614,0.00006773724,0.00004753052,0.0001248835,0.00005680982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003454028,0.0009894464,0.04444961,0.0008455133,0.0001421617,0.002689533,0.0005948855,0.00827322,0.2679178,0.001238398,0.02726825,0.6421371],"study_design_scores_gemma":[0.001117415,0.00557148,0.1169826,0.0003363572,0.0003932575,0.008773903,0.0007336717,0.6478464,0.1781961,0.002810331,0.03702622,0.0002123459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5631192,0.003253745,0.3985905,0.001549884,0.0009261828,0.0004918289,0.001621044,0.01895281,0.01149481],"genre_scores_gemma":[0.9596177,0.0003300896,0.03322245,0.0005600398,0.0002546591,0.0001473425,0.0006569338,0.00006227306,0.005148355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006422498,"threshold_uncertainty_score":0.02148539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045616327034085,"score_gpt":0.3873042654867203,"score_spread":0.2827426327833118,"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."}}