{"id":"W2146336822","doi":"10.1287/inte.1110.0583","title":"Universal Tool for Vaccine Scheduling: Applications for Children and Adults","year":2011,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge Institute for Science and Education; Centers for Disease Control and Prevention; Georgia Institute of Technology; U.S. Department of Energy","keywords":"Schedule; Vaccination; Immunization; Scheduling (production processes); Computer science; Disease control; Medicine; Disease; Health care; Operations research; Environmental health; Operations management; Engineering; Immunology; Political 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":[0.0003950216,0.0001205404,0.0001814143,0.0001384202,0.0006854302,0.0001011463,0.0002214117,0.0001023191,0.00004832932],"category_scores_gemma":[0.00006388978,0.000101299,0.0001050835,0.0001645589,0.00001637009,0.0002264645,0.00001983142,0.0001583126,0.00001131734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137381,"about_ca_system_score_gemma":0.0001488796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538173,"about_ca_topic_score_gemma":0.00005350905,"domain_scores_codex":[0.9990919,0.000004454994,0.0003037381,0.0001378669,0.0001674801,0.0002946232],"domain_scores_gemma":[0.9992001,0.00009563932,0.0002180986,0.000120911,0.0001955249,0.0001697129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001077567,0.0002019064,0.01115979,0.0000410513,0.0002555256,0.000001732334,0.006559324,0.0001213219,0.00002066268,0.8693875,0.00407965,0.107094],"study_design_scores_gemma":[0.03318625,0.003014466,0.1508963,0.0002819996,0.0013959,0.00008235914,0.02125395,0.003153054,0.001209335,0.3065434,0.4758865,0.003096509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5821581,0.000234221,0.3702699,0.002148636,0.0003232404,0.005282921,0.0001441225,0.0001908975,0.03924797],"genre_scores_gemma":[0.985859,0.0003779256,0.01189942,0.0005497473,0.0007643523,0.00004951997,0.00001801724,0.00001820273,0.0004638563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562844,"threshold_uncertainty_score":0.5271844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108206902359892,"score_gpt":0.2738359357310502,"score_spread":0.2527538667074513,"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."}}