{"id":"W2796871368","doi":"","title":"Electric Bed Design and Features for Next Generation of Bedside Nursing","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Premise; Medical emergency; Patient safety; Medicine; Health care; Patient care; Nursing","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":[0.0001846065,0.00007541858,0.0001626194,0.0000947547,0.0003009801,0.00002934337,0.00006315869,0.0001482108,8.186796e-7],"category_scores_gemma":[0.0004869366,0.00006816756,0.0000232058,0.0000440189,0.00007232934,0.0001572324,0.00001062342,0.0001177719,3.821577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003107771,"about_ca_system_score_gemma":0.00003847675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109065,"about_ca_topic_score_gemma":5.521154e-7,"domain_scores_codex":[0.9994827,0.000002534917,0.0001288699,0.0001532577,0.00007353235,0.0001591082],"domain_scores_gemma":[0.9995194,0.00002956485,0.0001287769,0.00008784638,0.0001840407,0.00005036315],"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":[0.0002320874,0.00004850987,0.04767707,0.0003346317,0.00002681493,0.000001138993,0.0009066984,2.137503e-7,0.7967095,0.003267771,0.002282028,0.1485135],"study_design_scores_gemma":[0.0009026451,0.001016693,0.04525172,0.000452547,0.00009099552,0.00004873409,0.0001781215,0.001727573,0.9487612,0.001238473,0.0002241783,0.0001070948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963129,0.0007229985,0.0006772855,0.001213999,0.0001362856,0.0005402125,4.672678e-7,0.00005170548,0.0003441086],"genre_scores_gemma":[0.9867384,0.00009501281,0.01273337,0.00004309444,0.0002716752,0.00003623846,0.000002214165,0.00001150965,0.00006841573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520517,"threshold_uncertainty_score":0.2779793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488094829488414,"score_gpt":0.3725476223238598,"score_spread":0.2237381393750184,"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."}}