{"id":"W2161331529","doi":"10.1007/bf03403725","title":"Predictors of Psychological Distress in Low-income Populations of Montreal","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychology; Social support; Distress; Poverty; Population; Scale (ratio); Gerontology; Demography; Clinical psychology; Medicine; Psychiatry; Social psychology; Geography; Sociology","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":[0.005169452,0.0001165575,0.0005415262,0.001132009,0.0003643367,0.000005233827,0.0003188951,0.0002584919,0.0003684843],"category_scores_gemma":[0.001185254,0.0001080098,0.0001023712,0.0007828659,0.0001740327,0.0002059536,0.00001845812,0.0009005588,0.000005044652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008066925,"about_ca_system_score_gemma":0.00413462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1065868,"about_ca_topic_score_gemma":0.7061824,"domain_scores_codex":[0.9956716,0.0006165731,0.002310033,0.0001349489,0.0003136662,0.0009532277],"domain_scores_gemma":[0.9955533,0.0003386784,0.001355134,0.0002423045,0.0004533446,0.002057287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002177648,0.0001112379,0.9727397,0.000288116,0.00001197703,0.00001860214,0.007779899,0.00004024048,8.34568e-7,0.01441508,0.00173209,0.002840436],"study_design_scores_gemma":[0.0008358511,0.0002924014,0.9913486,0.0004481696,0.000004886397,0.000007981654,0.003720802,0.00002898656,3.821269e-7,0.001004257,0.00224083,0.00006688409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886822,0.0004506044,0.0005198453,0.005860316,0.001508015,0.0003873211,0.0003163611,0.000006913005,0.002268492],"genre_scores_gemma":[0.9985498,0.00005566284,0.0005585973,0.0004930081,0.0002408144,0.000002954643,0.00003188597,0.00001179167,0.00005550331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5995956,"threshold_uncertainty_score":0.8993626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.232987119516872,"score_gpt":0.4719477347402565,"score_spread":0.2389606152233845,"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."}}