{"id":"W4401582713","doi":"10.1007/s43678-024-00758-5","title":"Social determinants of health in the emergency department","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital; University of New Brunswick","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Social determinants of health; Emergency medicine; Public health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116899,0.0001522737,0.0003966752,0.0008132515,0.003927238,0.001595044,0.0004830569,0.003509114,0.008892915],"category_scores_gemma":[0.007262324,0.0003219853,0.0004647049,0.001011499,0.0008047574,0.0009225848,0.0009633299,0.003692664,0.0005882706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601169,"about_ca_system_score_gemma":0.00861868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3023837,"about_ca_topic_score_gemma":0.5896329,"domain_scores_codex":[0.9987502,0.0003770559,0.00009449935,0.0000574379,0.0001977286,0.0005229953],"domain_scores_gemma":[0.992548,0.001678266,0.000813089,0.0001347955,0.0009660975,0.003859735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001551093,0.0005174425,0.9342554,0.00003732816,0.0000503693,0.001148771,0.001515542,0.00007944027,0.0001039749,0.0006262377,0.05215652,0.009353923],"study_design_scores_gemma":[0.00004216332,0.00009811151,0.9818745,0.0001394633,0.00002745306,0.0002847115,0.008240658,0.0002263383,0.00003591099,0.0008670078,0.008130527,0.00003306226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5562373,0.001859659,0.00008070806,0.4142573,0.001566066,0.00008246424,0.001199081,0.00001564707,0.02470179],"genre_scores_gemma":[0.957642,0.001439052,0.0001001901,0.03542699,0.002093292,0.00004980761,0.0002356564,0.000009960829,0.00300313],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6976163,"threshold_uncertainty_score":0.6012472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.401870490749049,"score_gpt":0.528273607882078,"score_spread":0.126403117133029,"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."}}