{"id":"W2751398136","doi":"10.1093/ije/dyx180","title":"Software Application Profile: Opal and Mica: open-source software solutions for epidemiological data management, harmonization and dissemination","year":2017,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; McGill University Health Centre","funders":"National Institute on Aging; Medical Research Council; Partenariat Canadien Contre Le Cancer; European Commission; Ontario Institute for Cancer Research","keywords":"Computer science; Metadata; World Wide Web; Dissemination; JavaScript; Interoperability; Software; Mica; License; Java; Web application; Database; Operating system; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01334732,0.002483652,0.001851114,0.006712311,0.001473086,0.007090635,0.007232626,0.003367198,0.1167433],"category_scores_gemma":[0.07428335,0.002946056,0.002585368,0.005860361,0.001827418,0.00866739,0.01282601,0.005188659,0.1195325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731087,"about_ca_system_score_gemma":0.006261598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032978,"about_ca_topic_score_gemma":0.001820243,"domain_scores_codex":[0.9929744,0.00130899,0.001100867,0.001093437,0.002894731,0.0006274874],"domain_scores_gemma":[0.9545314,0.01930697,0.00328271,0.01043055,0.008418236,0.004030135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00105616,0.0004153849,0.003796909,0.002480548,0.0003392504,0.0004618042,0.00086975,0.002487297,0.00511201,0.01993364,0.7288818,0.2341654],"study_design_scores_gemma":[0.0006811757,0.0001742916,0.006144451,0.0009224107,0.0001227429,0.0006473614,0.0001686636,0.02474808,0.007134237,0.0354653,0.9235063,0.000284997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002903819,0.0004126126,0.3731913,0.003455834,0.0007742516,0.002702396,0.03543873,0.5442964,0.03682469],"genre_scores_gemma":[0.0337685,0.001144487,0.4651068,0.004298888,0.000953857,0.008834122,0.1732685,0.2632948,0.04933004],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.9927674,"threshold_uncertainty_score":0.3905453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253999023416296,"score_gpt":0.4371879176830423,"score_spread":0.3117880153414126,"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."}}