{"id":"W4246733329","doi":"10.4018/978-1-60566-988-5.ch024","title":"A Review of Recent Contribution in Agent-Based Health Care Modeling","year":2011,"lang":"en","type":"review","venue":"IGI Global eBooks","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Health care; Computer science; Management science; Data science; Systems engineering; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828472,0.0002281763,0.001003827,0.00008401424,0.00001773605,0.000004416284,0.0001242507,0.0001420476,0.00002024029],"category_scores_gemma":[0.00001783925,0.0002261319,0.0002055853,0.0002474159,0.0000122854,0.00001639574,0.000004864136,0.0001828806,0.00001035318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006159527,"about_ca_system_score_gemma":0.0005337942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001135295,"about_ca_topic_score_gemma":0.0003494245,"domain_scores_codex":[0.9984315,0.00005316862,0.001027651,0.0001744001,0.0001043352,0.0002089259],"domain_scores_gemma":[0.9993197,0.000008763211,0.0001544611,0.0002726106,0.0001821178,0.00006230207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002064637,0.00001946252,0.000001252371,0.2468074,0.00004480661,0.00000148896,0.00005546552,0.0003665109,5.190378e-8,0.03312768,0.0002351648,0.7193387],"study_design_scores_gemma":[0.0002214171,0.0000235363,0.000001095232,0.129788,0.0001426742,0.000001622641,0.00001047937,0.0001873662,6.026967e-7,0.0001221561,0.8692791,0.0002220116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001177719,0.9882881,0.003877382,0.000008906582,0.0001936976,0.001129872,0.0005309807,0.0001115751,0.005858284],"genre_scores_gemma":[0.0004237232,0.9985095,0.0002835088,0.0002461282,0.00001214633,0.000139195,0.0003669072,0.00001815444,7.573622e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8690439,"threshold_uncertainty_score":0.9221392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901787322622498,"score_gpt":0.3393573418057131,"score_spread":0.2703394685794882,"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."}}