{"id":"W4320501988","doi":"10.1051/shsconf/202315701022","title":"The Effects of Poverty on Mental Health and Interventions","year":2023,"lang":"en","type":"article","venue":"SHS Web of Conferences","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychological intervention; Mental health; Poverty; Anxiety; Mental illness; Psychiatry; Psychology; Depression (economics); Clinical psychology; Government (linguistics); Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123836,0.00004758505,0.0001004176,0.00003775944,0.00009502028,0.000006815346,0.00006993088,0.00001807488,0.000070619],"category_scores_gemma":[0.00001801474,0.00002940247,0.00005631674,0.00008267123,0.00007952733,0.00001055748,0.00002013072,0.00004200734,0.00001864739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003985382,"about_ca_system_score_gemma":0.0003187133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007197524,"about_ca_topic_score_gemma":0.00003838679,"domain_scores_codex":[0.9995118,0.00004851428,0.0001613292,0.00008447349,0.00009863445,0.00009528275],"domain_scores_gemma":[0.9997018,0.0001153512,0.00007739103,0.00005442996,0.0000160299,0.00003501393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001016334,0.0002053285,0.02035664,0.0003173975,0.0001059936,5.109212e-7,0.0009973283,5.809401e-8,0.00009680026,0.8118504,0.08332752,0.08264034],"study_design_scores_gemma":[0.0006558439,0.0005397602,0.8269804,0.001167259,0.000004787394,6.922882e-7,0.001599401,0.000004272166,0.0001118247,0.005582233,0.1632855,0.0000680754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812017,0.003900106,0.00001121847,0.02295283,0.005091815,0.0005674892,0.0000728067,0.00005875797,0.1861433],"genre_scores_gemma":[0.9968667,0.001228163,0.00000252122,0.0002458143,0.00002708326,0.000004125504,0.00001359899,0.000001915909,0.0016101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8066237,"threshold_uncertainty_score":0.1198998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212679049167604,"score_gpt":0.3354628207131033,"score_spread":0.3033360302214272,"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."}}