{"id":"W2066870804","doi":"10.1097/00124784-200603000-00003","title":"Characteristics, Desired Functionalities, and Datasets of State Web-based Data Query Systems","year":2006,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); State (computer science); Key (lock); Core (optical fiber); Information retrieval; World Wide Web; Data mining; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007163132,0.0001241068,0.0004295082,0.0002553042,0.00007909435,0.0001199496,0.0001633801,0.00002784841,0.00002661166],"category_scores_gemma":[0.001051834,0.0001068299,0.00002289991,0.0001701647,0.00008061088,0.001141962,0.0001400273,0.0001714345,0.000002163865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009764619,"about_ca_system_score_gemma":0.0007083957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097117,"about_ca_topic_score_gemma":0.00001655645,"domain_scores_codex":[0.9974293,0.0006538964,0.0009021959,0.0002100875,0.000556062,0.0002485162],"domain_scores_gemma":[0.996806,0.0006716868,0.001425105,0.000493776,0.0002946887,0.0003087032],"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":[0.003110372,0.001595092,0.09810402,0.01230215,0.0012662,0.0008182549,0.00009415139,0.00002398076,0.00003617238,0.005105967,0.7928206,0.08472303],"study_design_scores_gemma":[0.00185736,0.0002010421,0.1815343,0.0001923336,0.000146378,0.0001901125,0.000192177,0.0007423908,2.70417e-7,0.00002497955,0.8148431,0.00007556455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3697453,0.1113425,0.1179404,0.2960631,0.007909148,0.008217024,0.06624248,0.0003876413,0.02215242],"genre_scores_gemma":[0.9660628,0.009847374,0.009070178,0.005124408,0.0006659069,0.00000860567,0.008256258,0.00004153489,0.0009229177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5963175,"threshold_uncertainty_score":0.4356398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108007186770541,"score_gpt":0.3513195969587868,"score_spread":0.2405188782817327,"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."}}