{"id":"W2158670699","doi":"10.1186/1476-072x-7-49","title":"A Web-based graphical user interface for evidence-based decision making for health care allocations in rural areas","year":2008,"lang":"en","type":"article","venue":"International Journal of Health Geographics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Computer science; Health informatics; Resource allocation; Health geography; Service (business); Health care; Dissemination; Population health; Decision support system; Population; Health policy; Knowledge management; Public health; Business; International health; Medicine; Data mining; Marketing; Nursing; Environmental health; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004726503,0.0002057849,0.0005220118,0.001946704,0.001086912,0.0001060497,0.000753617,0.000144745,0.00001111478],"category_scores_gemma":[0.001838801,0.0001957892,0.000497037,0.0009300089,0.0003457894,0.0006201449,0.00003675627,0.0003322926,0.000001477468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006231128,"about_ca_system_score_gemma":0.00356286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009191424,"about_ca_topic_score_gemma":0.008100839,"domain_scores_codex":[0.9954975,0.0003413357,0.001912388,0.0002040645,0.001470564,0.0005740966],"domain_scores_gemma":[0.9919673,0.002245773,0.001661594,0.000168587,0.003747587,0.0002091292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002660223,0.0006031902,0.8549858,0.0006245291,0.0003596451,0.00001432729,0.04896235,0.009118862,0.000004396007,0.01945911,0.01781901,0.04538853],"study_design_scores_gemma":[0.01981479,0.003699363,0.4389114,0.01981188,0.00008105004,0.0001290861,0.07605473,0.008841406,0.00001835374,0.007464325,0.4238003,0.001373279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3876579,0.01634404,0.3993475,0.1856286,0.006415023,0.004111382,0.0002538596,0.0001253769,0.0001163205],"genre_scores_gemma":[0.9791167,0.001594047,0.01468546,0.004116743,0.0003026873,0.0001408088,0.00001713064,0.00001853961,0.00000785367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5914588,"threshold_uncertainty_score":0.835976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063757234735954,"score_gpt":0.4227603838516143,"score_spread":0.3590031491156603,"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."}}