{"id":"W2133843295","doi":"10.1109/waina.2009.74","title":"A SOA-Based Collaborative Environment for Clinical Trials on Neglected Diseases","year":2009,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Workflow; Reuse; Metadata; Protocol (science); Computer science; Clinical trial; Data sharing; Population; Knowledge management; Process management; Data science; World Wide Web; Database; Medicine; Business; Engineering; Environmental health","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":[0.01936192,0.0007687393,0.001002202,0.002197744,0.002343209,0.004580649,0.001992902,0.00197423,0.005379031],"category_scores_gemma":[0.02223844,0.0007411805,0.0013371,0.00246212,0.001434011,0.00415357,0.006123297,0.001547215,0.002509067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279454,"about_ca_system_score_gemma":0.007882608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00497175,"about_ca_topic_score_gemma":0.005395652,"domain_scores_codex":[0.9917576,0.004464777,0.001163132,0.0007154095,0.001377415,0.0005216417],"domain_scores_gemma":[0.9795316,0.009695637,0.001302448,0.00397502,0.002089602,0.003405645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004108314,0.002261733,0.01297675,0.00244996,0.0008949381,0.005919841,0.01010555,0.06303654,0.04453611,0.213926,0.07974494,0.5600394],"study_design_scores_gemma":[0.002389627,0.001094021,0.00652406,0.0006847652,0.0003612138,0.001776282,0.001497702,0.2301385,0.01199524,0.2434444,0.499649,0.0004451017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02731181,0.0009401299,0.9004602,0.0041765,0.0005654473,0.002892871,0.001500472,0.0363691,0.02578356],"genre_scores_gemma":[0.2166382,0.001059657,0.7666917,0.0007588188,0.000293391,0.002084629,0.003146378,0.001082616,0.008244602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01936192,"threshold_uncertainty_score":0.1023968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5313491824960699,"score_gpt":0.5718248384745166,"score_spread":0.04047565597844671,"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."}}