{"id":"W3197631839","doi":"10.1111/1468-0009.12522","title":"Population Health Innovations and Payment to Address Social Needs Among Patients and Communities With Diabetes","year":2021,"lang":"en","type":"article","venue":"Milbank Quarterly","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Business; Health care; Population; Payment; Public relations; Social determinants of health; Staffing; Population health; Nursing; Medicine; Public health; Environmental health; Economic growth; Finance; Economics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000290165,0.0001485417,0.0002899973,0.0002122646,0.002563381,0.00003943627,0.0000629786,0.0001162533,0.00007978211],"category_scores_gemma":[0.00001826535,0.0001441075,0.00001639931,0.0004682374,0.00007491809,0.0002213296,0.00005239286,0.000368797,0.00001049061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141744,"about_ca_system_score_gemma":0.0001277634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644038,"about_ca_topic_score_gemma":0.01620034,"domain_scores_codex":[0.9982225,0.0004669703,0.0004833241,0.000166634,0.0002173428,0.0004432172],"domain_scores_gemma":[0.999002,0.0001542014,0.0001855789,0.0001731982,0.0003037351,0.0001813055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001927542,0.00008281361,0.8796102,0.0002830459,0.00002121228,3.526916e-7,0.1060198,0.000001539293,0.000002472282,0.006800569,0.003241051,0.003917632],"study_design_scores_gemma":[0.000860737,0.0005109528,0.9556332,0.0002126295,0.00001409577,1.590308e-7,0.03943436,0.00005675375,8.911098e-7,0.0005121752,0.002614109,0.0001499721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896041,0.0001048417,0.00003731876,0.008779166,0.0001779881,0.0007401661,0.0001609956,0.00006450383,0.0003309324],"genre_scores_gemma":[0.9931395,0.00001017896,0.0003856882,0.00534881,0.00009666671,0.0001625694,0.0006782342,0.00001903533,0.0001593121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07602292,"threshold_uncertainty_score":0.9987351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07350665143524153,"score_gpt":0.3773072592163835,"score_spread":0.303800607781142,"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."}}