{"id":"W1993184490","doi":"10.3414/me11-01-0099","title":"A Task-based Support Architecture for Developing Point-of-care Clinical Decision Support Systems for the Emergency Department","year":2012,"lang":"en","type":"article","venue":"Methods of Information in Medicine","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Workflow; Clinical decision support system; Software engineering; Architecture; Reference architecture; Interoperability; Task (project management); Decision support system; Knowledge management; Systems engineering; Artificial intelligence; Software architecture; World Wide Web; Engineering; Database; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009820049,0.0001324224,0.0004223882,0.0002548927,0.00007522212,0.00001029555,0.0004346948,0.00009848723,0.00001310368],"category_scores_gemma":[0.00193588,0.00008077226,0.0001257652,0.0002895371,0.00003697024,0.0005167457,0.0000531303,0.00008544306,0.000001883665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341289,"about_ca_system_score_gemma":0.0001307676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002307078,"about_ca_topic_score_gemma":0.000005390184,"domain_scores_codex":[0.9971372,0.0002441921,0.001885376,0.0001209336,0.0003741106,0.0002382136],"domain_scores_gemma":[0.9960455,0.002130887,0.0009272565,0.0003937868,0.0004350626,0.00006754044],"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":[0.0003804015,0.0001112897,0.01503445,0.003702396,0.0001047363,2.135777e-7,0.0239805,0.004687257,0.0002220421,0.02003723,0.020995,0.9107445],"study_design_scores_gemma":[0.01052352,0.00256723,0.05855364,0.001457922,0.0001650347,0.00001966071,0.004494342,0.4139925,0.005458931,0.00144721,0.5006721,0.0006479479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001257619,0.0004251405,0.9925969,0.0007707656,0.003045455,0.00178406,0.00001719998,0.00002086612,0.00008197581],"genre_scores_gemma":[0.1261998,0.00006530358,0.8728415,0.0002538255,0.0001945058,0.0003328747,0.00009613103,0.000006678976,0.000009419965],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9100965,"threshold_uncertainty_score":0.3403452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0780987111971089,"score_gpt":0.4418880296222483,"score_spread":0.3637893184251394,"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."}}