{"id":"W3198721402","doi":"10.18192/uojm.v11is1.5933","title":"Physician Assessment of Social Determinants of Health: A Necessary Component in Improving Care of Patients","year":2021,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Socioeconomic status; Medical history; Social history (medicine); Government (linguistics); Variety (cybernetics); Health care; Social determinants of health; Social class; Medicine; Psychology; Nursing; Environmental health; Political science; Public health; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008224323,0.0000851571,0.000862851,0.0003068596,0.0002053142,2.949849e-7,0.0001930256,0.0001029563,0.0001310787],"category_scores_gemma":[0.0001151099,0.00008620475,0.0001013829,0.000276444,0.0001964773,0.0001060448,0.000100526,0.0004177327,2.446874e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378777,"about_ca_system_score_gemma":0.001149598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279916,"about_ca_topic_score_gemma":0.00144122,"domain_scores_codex":[0.9974144,0.0005709897,0.001215168,0.00009328668,0.0005111264,0.0001949941],"domain_scores_gemma":[0.9954544,0.0002082944,0.002957972,0.0001174206,0.001173371,0.00008856618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347748,0.0005937889,0.9328685,0.004667204,0.00005273395,0.00002518548,0.05247853,0.00003462369,0.0003631357,0.001021822,0.001072532,0.00668711],"study_design_scores_gemma":[0.004946931,0.0007096704,0.9079048,0.002372013,0.00006377394,7.114168e-7,0.08295684,0.0001104285,0.00006500637,0.00005753776,0.0007614346,0.00005083473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961945,0.0004236661,0.00009295157,0.001759593,0.0003493526,0.000208396,0.00008853505,0.000001783695,0.0008812154],"genre_scores_gemma":[0.9988657,0.00009990631,0.0008226785,0.0001132131,0.00005572723,7.357416e-8,0.00002150442,0.000005092229,0.00001608472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0304783,"threshold_uncertainty_score":0.3515328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07882175947496964,"score_gpt":0.4161964377715967,"score_spread":0.337374678296627,"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."}}