{"id":"W2101844162","doi":"10.1109/iccme.2009.4906662","title":"Tool-assisted healthcare knowledge to HL7 message translation","year":2009,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Interoperability; Computer science; Standardization; Workflow; Health care; Knowledge management; Data science; World Wide Web; Software engineering; Database","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":[0.008981893,0.001121059,0.0006961235,0.002199451,0.001010419,0.004775018,0.001972783,0.002111083,0.01572772],"category_scores_gemma":[0.02678243,0.0006024701,0.001008093,0.00174114,0.001503805,0.004482457,0.003615763,0.002252687,0.007471385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589397,"about_ca_system_score_gemma":0.00344719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489151,"about_ca_topic_score_gemma":0.001946622,"domain_scores_codex":[0.9944996,0.002850983,0.0007234437,0.0004675909,0.001122196,0.0003362455],"domain_scores_gemma":[0.9822286,0.00967284,0.0006376983,0.003971699,0.003201044,0.0002880874],"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":[0.0008204429,0.0008041369,0.001863057,0.001562317,0.000133444,0.002863253,0.008482818,0.0184171,0.02037017,0.2617745,0.0684877,0.6144211],"study_design_scores_gemma":[0.000386858,0.0002792992,0.0008326636,0.0008982913,0.0001574797,0.001185558,0.00198006,0.1312031,0.09803909,0.2076194,0.5571778,0.0002402869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008907871,0.0001911881,0.9366449,0.002053897,0.0004412254,0.0007988875,0.001072671,0.02577529,0.02411408],"genre_scores_gemma":[0.2224087,0.0005395404,0.745517,0.001736681,0.0002343497,0.0008815058,0.00550341,0.004505715,0.01867299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01572772,"threshold_uncertainty_score":0.05261451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329672906730557,"score_gpt":0.2874781762323331,"score_spread":0.2641814471650275,"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."}}