{"id":"W3089060166","doi":"10.1111/1475-6773.13416","title":"The Role of Primary Care Practices in Screening for Patient Social Needs in the United States and Other High‐Income Countries","year":2020,"lang":"en","type":"article","venue":"Health Services Research","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Medicine; Poverty; Loneliness; Social isolation; Needs assessment; Population; Family medicine; Environmental health; Economic growth; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003459482,0.00009821667,0.0002527747,0.000301819,0.00261042,0.00003815284,0.0003434474,0.0001323536,0.00001691766],"category_scores_gemma":[0.000134773,0.00006618752,0.0000200694,0.00124216,0.0001351726,0.0001439704,0.0002152113,0.001003842,0.000005709078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752316,"about_ca_system_score_gemma":0.0006566863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07642886,"about_ca_topic_score_gemma":0.05273205,"domain_scores_codex":[0.9952947,0.002502177,0.0006789046,0.0001887695,0.0005981433,0.0007373064],"domain_scores_gemma":[0.9944959,0.004186296,0.0005925908,0.0001658907,0.0004369667,0.0001223316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009591309,0.00003660327,0.2838356,0.009722208,0.000009268478,6.501657e-7,0.6912617,0.00004605989,0.000001354659,0.01204635,0.0002227877,0.001858226],"study_design_scores_gemma":[0.0008086655,0.0003850765,0.145037,0.0005062414,0.000002840722,1.170081e-7,0.6489064,0.002341003,0.000001606016,0.001027767,0.2009243,0.00005889091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315025,0.00452542,0.000002426956,0.06036124,0.00005364831,0.00284476,0.0003219704,0.0000171092,0.0003709869],"genre_scores_gemma":[0.9847589,0.001458508,0.0001452087,0.01292581,0.0001382346,0.0004052387,0.0001452986,0.00001735778,0.000005481062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007015,"threshold_uncertainty_score":0.998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2489315100903165,"score_gpt":0.5249756399310909,"score_spread":0.2760441298407744,"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."}}