{"id":"W4380368925","doi":"10.1016/j.ssmph.2023.101452","title":"Inflation hardship, gender, and mental health","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; York University","funders":"Canadian Institutes of Health Research","keywords":"Inflation (cosmology); Economics; Distress; Construct (python library); Mental health; Demographic economics; Psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007184326,0.0001037356,0.0001319036,0.0006446931,0.0005464473,0.0006121306,0.0001359294,0.0002640797,0.002978378],"category_scores_gemma":[0.004278377,0.00009124176,0.000190999,0.0006407483,0.0003783938,0.0003848176,0.0007534376,0.0004579727,0.0001744992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648298,"about_ca_system_score_gemma":0.0003441105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009013284,"about_ca_topic_score_gemma":0.03006928,"domain_scores_codex":[0.999598,0.0001720984,0.00002284728,0.00002874611,0.00005950757,0.0001188129],"domain_scores_gemma":[0.9978791,0.0004705914,0.001036996,0.00005413135,0.00007386217,0.0004853764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004229191,0.00004332206,0.9944608,0.0000085203,0.00001783805,0.00003846901,0.0005923691,0.00002147606,0.00004250407,0.0001796447,0.0002737902,0.004278834],"study_design_scores_gemma":[8.303905e-7,0.00001715568,0.9987541,0.00001108382,0.000003438176,0.00002740895,0.0008731889,0.00002999095,0.000008337205,0.00008761275,0.0001855013,0.000001335422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975383,0.0004325614,0.00002851194,0.0005446274,0.00001242552,0.000002384706,0.0001225057,9.129904e-7,0.00131788],"genre_scores_gemma":[0.9995394,0.0001580759,0.00001409213,0.00005989801,0.0000147675,0.000001939077,0.00004467121,3.489129e-7,0.000166833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009013284,"threshold_uncertainty_score":0.01792169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404877896187538,"score_gpt":0.4794564280406395,"score_spread":0.3389686384218857,"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."}}