{"id":"W4416224753","doi":"10.1186/s40795-025-01196-x","title":"Risk of food insecurity and its association with social determinants of health among hospitalized patients in Lebanon","year":2025,"lang":"en","type":"article","venue":"BMC Nutrition","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Academy of Nutrition and Dietetics","keywords":"Food insecurity; Clinical nutrition; Residence; Psychological intervention; Public health; Social determinants of health; Health care; Association (psychology)","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":[0.0005083508,0.0002632205,0.0002481771,0.0007247643,0.0005506182,0.0006434963,0.000295681,0.0003247242,0.001619559],"category_scores_gemma":[0.001077926,0.0001729488,0.0002857677,0.0008320383,0.0002892331,0.0003064227,0.0005749727,0.0004804049,0.0001046153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135509,"about_ca_system_score_gemma":0.0006796793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210975,"about_ca_topic_score_gemma":0.01478141,"domain_scores_codex":[0.9996444,0.0001063036,0.00004854392,0.00004391881,0.00004345875,0.0001133572],"domain_scores_gemma":[0.9991572,0.00009513569,0.0004158698,0.00002081607,0.00006659719,0.000244371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002109855,0.00002261701,0.9993304,0.000005484812,0.000009159203,0.00005021274,0.00007824997,0.0000105548,0.00003114133,0.000006977284,0.00004641869,0.0003876886],"study_design_scores_gemma":[0.000004047977,0.00006381699,0.998931,0.00001440134,0.000005658535,0.00008625549,0.0007023251,0.00008478041,0.00001293309,0.00001600418,0.00007648929,0.000002362187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993716,0.000154084,0.00001262974,0.00009793915,0.00000341836,0.000005625821,0.0001716838,7.79899e-7,0.0001823268],"genre_scores_gemma":[0.9997129,0.00007916913,0.00002069244,0.00002781686,0.000006078742,0.00000577078,0.0001140104,3.270922e-7,0.00003329575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210975,"threshold_uncertainty_score":0.02407855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06657342948751882,"score_gpt":0.3965020410373214,"score_spread":0.3299286115498026,"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."}}