{"id":"W4366992484","doi":"10.1016/j.ssmph.2023.101414","title":"Mental health and labor supply: Evidence from Canada","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Instrumental variable; Spillover effect; Psychology; Demographic economics; Psychiatry; Economics; Econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006732562,0.0001487313,0.0003353943,0.00008378188,0.001980164,0.000007919318,0.00007894231,0.00005739593,0.000208432],"category_scores_gemma":[0.0001543302,0.0001367283,0.00001985074,0.0003451066,0.00002059425,0.0001432316,0.0001082283,0.0002578851,0.00006186089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007494965,"about_ca_system_score_gemma":0.001748973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9490236,"about_ca_topic_score_gemma":0.9149901,"domain_scores_codex":[0.9975325,0.0005095137,0.0006167365,0.0003232993,0.0003631673,0.0006547483],"domain_scores_gemma":[0.9987115,0.0003775003,0.0002940937,0.0002044202,0.00005427768,0.000358189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001653853,0.00000426907,0.7854234,0.0001405599,0.00000881802,6.086696e-7,0.008255642,0.000001462319,0.000001358177,0.0004779839,0.2034129,0.002256463],"study_design_scores_gemma":[0.000348654,0.00006932778,0.9701803,0.000498161,0.000002197431,1.581655e-7,0.006367235,0.00007725053,3.881869e-7,0.0007503587,0.02159787,0.0001080789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8131576,0.003020392,0.000002050199,0.1812602,0.001123494,0.0008415557,0.0003650395,0.0001791323,0.00005056565],"genre_scores_gemma":[0.9762366,0.004012848,0.0001054718,0.016447,0.0003367992,0.00007249595,0.001106896,0.00002575197,0.001656091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847569,"threshold_uncertainty_score":0.9993191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09626848669155673,"score_gpt":0.4514740351573205,"score_spread":0.3552055484657637,"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."}}