{"id":"W3203455109","doi":"10.2196/31733","title":"Using Electronic Health Record–Based Clinical Decision Support to Provide Social Risk–Informed Care in Community Health Centers: Protocol for the Design and Assessment of a Clinical Decision Support Tool","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health","keywords":"Clinical decision support system; Health care; Stakeholder; Usability; Medicine; Context (archaeology); Intervention (counseling); Nursing; Family medicine; Public relations; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0961967,0.003504304,0.003962637,0.004824293,0.00629048,0.005146299,0.004396478,0.006134649,0.04531922],"category_scores_gemma":[0.07056645,0.003230131,0.005061089,0.005203843,0.004056382,0.004445215,0.004565212,0.00755171,0.0113334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105481,"about_ca_system_score_gemma":0.05480751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528895,"about_ca_topic_score_gemma":0.01116426,"domain_scores_codex":[0.9419558,0.03689097,0.01022114,0.002691328,0.005121529,0.003119227],"domain_scores_gemma":[0.9502872,0.01435025,0.005865343,0.006965838,0.01804787,0.004483477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09484828,0.05463713,0.01171479,0.1154396,0.001739516,0.003691974,0.02214729,0.01223559,0.008985253,0.04461211,0.16083,0.4691185],"study_design_scores_gemma":[0.1788617,0.03644635,0.02699615,0.06469785,0.001292054,0.0008569319,0.01059271,0.01031703,0.01080142,0.02329229,0.6346449,0.001200626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006138491,0.00006297553,0.002184171,0.0001060299,0.00004789524,0.9957013,0.0006652726,0.00002878856,0.0005896389],"genre_scores_gemma":[0.0003869252,0.00006525274,0.004282772,0.00005377094,0.000007086371,0.994961,0.0001159879,0.000002688529,0.0001244485],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0961967,"threshold_uncertainty_score":0.5087428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7838858433871536,"score_gpt":0.7640567107260313,"score_spread":0.0198291326611223,"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."}}