{"id":"W3047388302","doi":"10.1177/0272989x20945308","title":"Dissemination Science to Advance the Use of Simulation Modeling: Our Obligation Moving Forward","year":2020,"lang":"en","type":"editorial","venue":"Medical Decision Making","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"AIDS Vancouver; Simon Fraser University","funders":"National Institute on Drug Abuse","keywords":"Obligation; Computer science; Management science; Political science; Economics; Law","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01034319,0.0002909731,0.0005536302,0.0006124626,0.001619038,0.0001070634,0.001470266,0.0006257276,0.0001405972],"category_scores_gemma":[0.3817985,0.0002142735,0.00009358655,0.002659237,0.0001387818,0.0008815454,0.000935623,0.001764226,0.0001628099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008025488,"about_ca_system_score_gemma":0.004559461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000679517,"about_ca_topic_score_gemma":0.0001100806,"domain_scores_codex":[0.9863561,0.0008028787,0.002428991,0.0008822776,0.008661799,0.0008679163],"domain_scores_gemma":[0.9574429,0.03676708,0.001413955,0.0008342304,0.002794414,0.0007474375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001195134,0.00001358587,0.0001116562,0.0002213104,0.000004651115,0.00000299085,0.006161403,0.07577984,0.00007815104,0.0001899946,0.7827177,0.1345992],"study_design_scores_gemma":[0.0002239515,0.00005793405,0.0001337356,0.002643467,0.0000129653,1.569816e-7,0.000625628,0.5544332,0.000004613307,0.0005404302,0.4411682,0.0001556468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003166425,0.00001028664,0.7082047,0.00828236,0.2787512,0.001353389,0.0000997579,0.00007113479,0.00006072522],"genre_scores_gemma":[0.6750863,0.00005209503,0.02866803,0.008986256,0.2866149,0.0002749469,0.00006047134,0.00008434199,0.0001726767],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6795367,"threshold_uncertainty_score":0.9996807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4594906940251293,"score_gpt":0.6851882684662697,"score_spread":0.2256975744411404,"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."}}