{"id":"W2073258315","doi":"10.1109/step.2005.15","title":"Interoperability of Data and Knowledge in Distributed Health Care Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Interoperability; XML; Computer science; Clinical decision support system; Health care; Knowledge management; Knowledge extraction; Semantic interoperability; Data science; Decision support system; Data mining; World Wide Web","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":[0.02994725,0.0006156581,0.001507535,0.004513791,0.002588553,0.01458187,0.004995786,0.003628201,0.001763119],"category_scores_gemma":[0.03989454,0.001156309,0.001557056,0.005853021,0.0064734,0.0196171,0.0147079,0.003701934,0.0006858086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003909443,"about_ca_system_score_gemma":0.004913832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006589697,"about_ca_topic_score_gemma":0.002738423,"domain_scores_codex":[0.9685888,0.01189556,0.004189905,0.004135077,0.00950052,0.001690122],"domain_scores_gemma":[0.9673263,0.01510204,0.001978368,0.01220914,0.002503752,0.0008805676],"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":[0.0001465135,0.000218366,0.007032231,0.0005129519,0.0004054998,0.001682419,0.00552987,0.04374333,0.002927442,0.7516848,0.004066597,0.18205],"study_design_scores_gemma":[0.00009330684,0.00007982359,0.002165424,0.0004119585,0.0001873134,0.0006209507,0.001809676,0.08850371,0.002610326,0.8410975,0.06232596,0.00009400405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02990937,0.001568969,0.94863,0.007823401,0.0001364121,0.0003364075,0.0002671797,0.001130556,0.01019762],"genre_scores_gemma":[0.5379955,0.001541887,0.4504735,0.001769742,0.0002829951,0.0006265488,0.001657312,0.0003282881,0.005324177],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02994725,"threshold_uncertainty_score":0.1583781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857763169694575,"score_gpt":0.3512132521774287,"score_spread":0.3126356204804829,"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."}}