{"id":"W2964854901","doi":"10.12688/wellcomeopenres.14824.2","title":"The effect of individual and mixed rewards on diabetes management: A feasibility randomized controlled trial","year":2018,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Fogarty International Center; National Institute of Mental Health; National Heart, Lung, and Blood Institute; Inter-American Institute for Global Change Research; Alliance for Health Policy and Systems Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Grand Challenges Canada; Wellcome; National Science Foundation; Department for International Development, UK Government; Wellcome Trust; Medical Research Council; World Diabetes Foundation; World-India Diabetes Foundation (USA)","keywords":"Randomized controlled trial; Psychology; Medicine; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007803722,0.001834372,0.004200905,0.001021034,0.001102834,0.001502955,0.0014194,0.00415095,0.01114772],"category_scores_gemma":[0.01275093,0.001192106,0.003686866,0.001003792,0.002044543,0.002260563,0.001456407,0.003447352,0.001085066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376957,"about_ca_system_score_gemma":0.003777667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191141,"about_ca_topic_score_gemma":0.002454064,"domain_scores_codex":[0.9919204,0.00603744,0.0004875214,0.0006568934,0.0004342989,0.0004635164],"domain_scores_gemma":[0.9924751,0.003921726,0.001446792,0.0004661826,0.0003749297,0.001315239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9804552,0.008112386,0.0002688368,0.000823255,0.0009636491,0.00002243335,0.0000372034,0.0001473596,0.0002093084,0.00009150209,0.0003571096,0.008511723],"study_design_scores_gemma":[0.9745464,0.02388512,0.000490653,0.0001050835,0.0004264273,0.000007312883,0.00001500427,0.0001990373,0.00004734653,0.0001106578,0.0001570032,0.000009891867],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424035,0.0120584,0.002797976,0.003117533,0.002577334,0.0322965,0.001306979,0.0002364838,0.003205299],"genre_scores_gemma":[0.9447396,0.004063138,0.007588792,0.001755966,0.001060296,0.03791081,0.0005047224,0.00003006331,0.002346432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114772,"threshold_uncertainty_score":0.04127055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08745125042768624,"score_gpt":0.4167546453782602,"score_spread":0.329303394950574,"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."}}