{"id":"W4412684341","doi":"10.1017/gmh.2025.10006.pr7","title":"Recommendation: Impact of household food insecurity and nutrition on depression and anxiety symptoms among adolescents living in rural Pakistan — R1/PR7","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; University of Toronto; Public Health Ontario; Hospital for Sick Children; Centre for Addiction and Mental Health","funders":"","keywords":"Food insecurity; Depression (economics); Anxiety; Environmental health; Food security; Psychology; Gerontology; Medicine; Geography; Psychiatry; Economics; Agriculture","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":[0.003597198,0.001001563,0.001551252,0.001466651,0.001405746,0.001834805,0.003287764,0.005778978,0.05577925],"category_scores_gemma":[0.01881648,0.0005327021,0.002161632,0.00206639,0.0005252518,0.001917954,0.001800169,0.002933203,0.0149549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854556,"about_ca_system_score_gemma":0.01786382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07340026,"about_ca_topic_score_gemma":0.06879115,"domain_scores_codex":[0.9984706,0.0004575036,0.0003453023,0.000134345,0.0003605856,0.0002317019],"domain_scores_gemma":[0.9827602,0.002308154,0.001652014,0.0003549318,0.009488019,0.003436766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006430536,0.0006981995,0.04711028,0.01852627,0.0005576303,0.000267687,0.0003340566,0.0001426998,0.0004307077,0.0003910919,0.8320364,0.09886178],"study_design_scores_gemma":[0.007138351,0.001816402,0.4558283,0.07946744,0.002900759,0.0004214868,0.004614406,0.0008430025,0.001107492,0.002280443,0.4432831,0.0002987458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0657044,0.03946156,0.002647087,0.3989909,0.05329496,0.02518505,0.3225493,0.001286342,0.0908805],"genre_scores_gemma":[0.3192961,0.07134564,0.04138629,0.2906343,0.02392941,0.04624819,0.092476,0.0003122171,0.1143719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07340026,"threshold_uncertainty_score":0.1866001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09842419200186048,"score_gpt":0.4432362030121137,"score_spread":0.3448120110102532,"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."}}