{"id":"W2039957297","doi":"10.1007/s11761-010-0053-8","title":"Next generation remote critical care through service-oriented architectures: challenges and opportunities","year":2010,"lang":"en","type":"article","venue":"Service Oriented Computing and Applications","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Context (archaeology); Service (business); Intensive care; Health care; Domain (mathematical analysis); Computer science; Medicine; Nursing; Business; Intensive care medicine; Marketing; 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":[0.004494794,0.000540926,0.0005565743,0.0004361861,0.0007694399,0.004536103,0.001722017,0.003198276,0.005838037],"category_scores_gemma":[0.002572312,0.0002208103,0.0003304635,0.000873198,0.00143004,0.0060948,0.001971194,0.002490978,0.001211539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730082,"about_ca_system_score_gemma":0.003433496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369856,"about_ca_topic_score_gemma":0.002787632,"domain_scores_codex":[0.9988795,0.0003690483,0.00004546979,0.00009183162,0.0003885324,0.0002255412],"domain_scores_gemma":[0.9967578,0.001388428,0.0001667056,0.0001633609,0.0009059929,0.0006177094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004030169,0.0006006919,0.003451897,0.001042848,0.00007787907,0.0003583726,0.0006548766,0.01525782,0.007096955,0.4273887,0.06653442,0.4771326],"study_design_scores_gemma":[0.0001571838,0.0005698824,0.001893077,0.001176217,0.00008921506,0.0007785055,0.004920742,0.1363197,0.003406279,0.494659,0.3559232,0.0001070852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06257181,0.1613668,0.2931133,0.3672718,0.004432381,0.0001837662,0.0002489,0.0009688026,0.1098424],"genre_scores_gemma":[0.6539496,0.1271833,0.1797007,0.01307126,0.006499768,0.0003082287,0.0004440267,0.0001624184,0.0186807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005838037,"threshold_uncertainty_score":0.02377105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116369058847239,"score_gpt":0.3545465709805828,"score_spread":0.2429096650958588,"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."}}