{"id":"W1913039336","doi":"10.25336/p62w2b","title":"Women's Employment Transitions and Changes in Psychological Distress","year":2001,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Feeling; Mental health; Psychological distress; Psychology; Distress; Longitudinal study; Structural equation modeling; Demographic economics; Mental distress; Social psychology; Clinical psychology; Medicine; Economics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00102392,0.0001403216,0.000245406,0.0006301471,0.0008387939,0.0008174821,0.0002149742,0.0003821693,0.001340822],"category_scores_gemma":[0.006282074,0.0001431562,0.0003644919,0.0005938674,0.0006379858,0.0003988802,0.0008076494,0.0005354155,0.0001119271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007925384,"about_ca_system_score_gemma":0.0006443304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480966,"about_ca_topic_score_gemma":0.02788363,"domain_scores_codex":[0.9993103,0.0002598396,0.00004070759,0.00006291844,0.0001100688,0.0002162233],"domain_scores_gemma":[0.9976928,0.0005476488,0.000983019,0.00007828202,0.0001539511,0.0005443571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005848704,0.0002385331,0.9833013,0.00002506207,0.00006596907,0.0001412178,0.003523907,0.00005120175,0.0003747637,0.00006057306,0.0001647651,0.01146781],"study_design_scores_gemma":[0.000005085155,0.0001311409,0.9974772,0.000007713247,0.00001078961,0.00006885989,0.00203392,0.00002426909,0.00005186903,0.0000279103,0.0001574851,0.000003755177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992971,0.0002346117,0.00001463408,0.0001216284,0.000007517691,0.000003164386,0.00003303324,8.819e-7,0.0002874893],"genre_scores_gemma":[0.9997477,0.00008811532,0.00001318524,0.00002626182,0.000003538951,0.000002766194,0.00002132055,2.745553e-7,0.0000967452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480966,"threshold_uncertainty_score":0.02944696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389806252249841,"score_gpt":0.4536609709405017,"score_spread":0.3146803457155176,"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."}}