{"id":"W4280494329","doi":"10.5271/sjweh.4029","title":"Low-quality employment trajectories and the risk of common mental health disorders among individuals with Swedish and foreign background – a register-based cohort study","year":2022,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Register (sociolinguistics); Cohort; Mental health; Quality (philosophy); Environmental health; Cohort study; Medicine; Psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001124717,0.0003485408,0.0004201504,0.001042595,0.0006303275,0.001074739,0.0004479467,0.0004656396,0.001328353],"category_scores_gemma":[0.002315424,0.0003758112,0.0009954846,0.001564889,0.0002250268,0.0004465113,0.0007949224,0.0005705226,0.0003703059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624753,"about_ca_system_score_gemma":0.0006655643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01901015,"about_ca_topic_score_gemma":0.0276619,"domain_scores_codex":[0.9993506,0.000146534,0.0000953967,0.0001816988,0.00009809534,0.0001277188],"domain_scores_gemma":[0.9985439,0.0001178641,0.0007399159,0.0002232111,0.0001863951,0.0001887307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001293146,0.00002838981,0.9986583,0.00001017161,0.0001513266,0.00005045666,0.00007105101,0.00003287899,0.0000610298,0.00001402821,0.0001075027,0.000685545],"study_design_scores_gemma":[0.000009562899,0.0000772425,0.9991893,0.00001822121,0.00007557482,0.0001008539,0.0002113521,0.000111638,0.00001970164,0.0000186756,0.0001635038,0.000004439017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984691,0.0003032437,0.00006580289,0.00002801278,0.00001075567,0.000008123554,0.0009227812,0.000003090551,0.0001891076],"genre_scores_gemma":[0.998149,0.0002023937,0.00009873982,0.00001754426,0.00000833911,0.00001465962,0.001269773,0.000002995059,0.0002365774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901015,"threshold_uncertainty_score":0.037799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592294392770706,"score_gpt":0.3350044263354002,"score_spread":0.3090814824076932,"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."}}