{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206241,0.0001841029,0.000214856,0.0000934621,0.0005486042,0.0000232457,0.0000794939,0.0002364552,0.000004315639],"category_scores_gemma":[0.00004625593,0.0001785732,0.00002247889,0.000222724,0.0001094677,0.00005883355,0.0001068547,0.000585218,0.000005240201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001559698,"about_ca_system_score_gemma":0.00007455666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001931096,"about_ca_topic_score_gemma":0.0003779103,"domain_scores_codex":[0.9988252,0.00004402411,0.0002664433,0.0004332798,0.0001503507,0.0002806989],"domain_scores_gemma":[0.9987327,0.0001363914,0.00006904078,0.0004054629,0.0004720485,0.0001843286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003978144,0.0001193641,0.001291681,0.001808758,0.00004569124,0.000009966274,0.0175806,0.00001379949,0.006887341,0.08402772,0.00001776927,0.8881575],"study_design_scores_gemma":[0.006915494,0.001767697,0.0287402,0.002587965,0.001033251,0.00194578,0.1383523,0.1163271,0.01260905,0.01123246,0.6757739,0.002714813],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965195,0.004348574,0.006350148,0.02190702,0.0002770492,0.0005358324,0.00001475601,0.0003953716,0.0009762527],"genre_scores_gemma":[0.9846872,0.0007087986,0.01172899,0.001977853,0.0006980221,0.0000353022,0.0001296574,0.000023888,0.00001029309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8854427,"threshold_uncertainty_score":0.7282006,"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."}}