{"id":"W2069328529","doi":"10.1016/s1098-3015(10)72318-4","title":"PDB76 AN OPEN-SOURCE, INTERACTIVE MODEL TO ASSESS THE OUTCOMES AND ECONOMICS OF DIABETES INTERVENTIONS IN CANADA","year":2010,"lang":"en","type":"article","venue":"Value in Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Open source; Economics; Public economics; Environmental economics; Computer science; Medicine; Nursing; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001699224,0.0009711356,0.001124316,0.001714984,0.00117704,0.002321771,0.003254978,0.002022301,0.0219496],"category_scores_gemma":[0.00880824,0.0006623606,0.00126236,0.002328804,0.0007351825,0.00092456,0.001052957,0.001123369,0.0009979954],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02146719,"about_ca_system_score_gemma":0.02524755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9428947,"about_ca_topic_score_gemma":0.9178442,"domain_scores_codex":[0.9993457,0.0002364719,0.0000299677,0.000114403,0.0001121233,0.0001612417],"domain_scores_gemma":[0.9953008,0.003083821,0.0001656222,0.0001408434,0.000964207,0.0003446271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003937799,0.0002059525,0.01325765,0.0001225555,0.0001689811,0.0001205496,0.00009395854,0.9519148,0.00008201494,0.01026443,0.01025307,0.01312212],"study_design_scores_gemma":[0.0002947217,0.0000423741,0.002965721,0.00002663148,0.00006949824,0.00002647834,0.00008207456,0.9880785,0.00007543575,0.004342494,0.003962101,0.00003391069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6723449,0.001251322,0.1282835,0.006709869,0.0004643608,0.001353941,0.1086661,0.00682587,0.07410004],"genre_scores_gemma":[0.9345961,0.0004067535,0.04097132,0.0002656423,0.00004037019,0.0005847618,0.009408587,0.0002562624,0.01347036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785328,"threshold_uncertainty_score":0.1557561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104196903143834,"score_gpt":0.3726661779194348,"score_spread":0.2684692747756008,"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."}}