{"id":"W2113628939","doi":"10.1007/s00779-015-0851-2","title":"Aspects of ubiquitous computing for improved clinical practice","year":2015,"lang":"en","type":"article","venue":"Personal and Ubiquitous Computing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Ubiquitous computing; Mobile computing; Context-aware pervasive systems; Human–computer interaction; Distributed computing; Computer network","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":[0.008493077,0.0004322174,0.0003949779,0.001762147,0.001828032,0.01009494,0.001428337,0.004640551,0.009348376],"category_scores_gemma":[0.01783331,0.0003503222,0.000523452,0.002101997,0.005465316,0.0113919,0.003706363,0.003439841,0.00137458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465448,"about_ca_system_score_gemma":0.003073135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436461,"about_ca_topic_score_gemma":0.002053758,"domain_scores_codex":[0.9921996,0.004605142,0.0003982768,0.0003162835,0.001938386,0.0005423596],"domain_scores_gemma":[0.9849522,0.00934656,0.0008597518,0.001193969,0.002070445,0.001577088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001339668,0.0002212063,0.004450344,0.001168251,0.00007177928,0.000479224,0.003657062,0.0009082136,0.001308176,0.4806769,0.05575497,0.4511699],"study_design_scores_gemma":[0.00005268824,0.0003304186,0.007765748,0.002032384,0.00006818963,0.00157571,0.006053317,0.002107044,0.0008312087,0.4606256,0.5184835,0.00007424842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02325774,0.1665225,0.05144218,0.5427556,0.01032271,0.0001343575,0.0002360977,0.0003300019,0.2049989],"genre_scores_gemma":[0.7074741,0.1327024,0.04877016,0.06117871,0.03288135,0.0002749119,0.0001994682,0.0001697148,0.01634922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009494,"threshold_uncertainty_score":0.04491621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479517661989895,"score_gpt":0.4963303269821404,"score_spread":0.3483785607831508,"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."}}