{"id":"W4237368605","doi":"10.1016/j.amepre.2019.07.010","title":"Part I: A Quantitative Study of Social Risk Screening Acceptability in Patients and Caregivers","year":2019,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Francisco; Agency for Healthcare Research and Quality; York University; Dartmouth College; University of Chicago; Kaiser Permanente; University of California; Commonwealth Fund; National Center for Advancing Translational Sciences; Robert Wood Johnson Foundation","keywords":"Medicine; Environmental health; MEDLINE; Gerontology; Psychology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001747262,0.0001048722,0.0006820004,0.000251337,0.0002033387,0.000001119365,0.000120604,0.0000382146,0.0004952741],"category_scores_gemma":[0.0006845984,0.00008337911,0.00004813951,0.000386209,0.0003070889,0.0001505825,0.00007300042,0.0006726575,0.000003639709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009514584,"about_ca_system_score_gemma":0.0001051105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592098,"about_ca_topic_score_gemma":0.0006948435,"domain_scores_codex":[0.9964842,0.001811912,0.0009556392,0.0001500823,0.0003819999,0.0002162189],"domain_scores_gemma":[0.9966883,0.0007125203,0.001914486,0.00009694515,0.000487616,0.0001001074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006138388,0.0002929953,0.8462285,0.00005769984,0.00007581304,0.000001123314,0.1469856,0.000006225736,0.00000136454,0.0001144849,0.0001701197,0.005452194],"study_design_scores_gemma":[0.003715873,0.004611678,0.6910401,0.0001769128,0.000063363,1.278533e-7,0.3000264,0.00001183352,2.110384e-7,0.00009655442,0.0002137,0.00004321151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979326,0.00005789755,0.00008133359,0.0003997106,0.0003287223,0.0007683954,0.00002245001,0.000003228915,0.0004056861],"genre_scores_gemma":[0.9994085,0.00003301855,0.0003711482,0.00006572263,0.00007227972,0.000005530243,0.000003204397,0.000007415944,0.00003317684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551884,"threshold_uncertainty_score":0.5422904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08505501947695414,"score_gpt":0.4606755358972189,"score_spread":0.3756205164202648,"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."}}