{"id":"W3118723442","doi":"10.3961/jpmph.20.179","title":"Is Job Insecurity Worse for Mental Health Than Having a Part-time Job in Canada?","year":2021,"lang":"en","type":"article","venue":"Journal of Preventive Medicine and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Statistics Canada; University of Victoria; Centre for Addiction and Mental Health; Western University","funders":"National Research Foundation of Korea; Canadian Institutes of Health Research; National Research Foundation","keywords":"Job insecurity; Mental health; Job satisfaction; Psychology; Medicine; Demographic economics; Psychiatry; Social psychology; Economics; Work (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009432063,0.0003804176,0.0005631759,0.002140057,0.008253035,0.003736757,0.001698607,0.001723532,0.01008025],"category_scores_gemma":[0.007189087,0.0005337719,0.001030215,0.003791124,0.001970738,0.001432527,0.001491428,0.002942389,0.0004929326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145134,"about_ca_system_score_gemma":0.02590325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9375808,"about_ca_topic_score_gemma":0.9625669,"domain_scores_codex":[0.9986948,0.0001281374,0.00008008643,0.0001513757,0.0002682141,0.0006772761],"domain_scores_gemma":[0.9939318,0.0003750363,0.001388706,0.0001926834,0.001227245,0.002884649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006635555,0.00009679326,0.9890081,0.00003530199,0.00006292383,0.0003279171,0.001703913,0.00002453084,0.00002747308,0.0003444932,0.00277284,0.005529426],"study_design_scores_gemma":[0.00001390999,0.00002969556,0.9808826,0.0002374303,0.00005873276,0.0002404759,0.01644416,0.0001393991,0.00002023988,0.0003727701,0.001523668,0.00003692455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685594,0.003483393,0.00003762102,0.01747596,0.0003072696,0.00003093977,0.001185128,0.000006487494,0.008913797],"genre_scores_gemma":[0.9963254,0.001554643,0.00003828022,0.0008442496,0.00007774225,0.000007554568,0.0003532798,0.000003748273,0.0007948933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06241924,"threshold_uncertainty_score":0.1255736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168550373913621,"score_gpt":0.4362626009404096,"score_spread":0.3194075635490475,"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."}}