{"id":"W2019939995","doi":"10.1177/0020764011418404","title":"Psychological distress in Canada: The role of employment and reasons of non-employment","year":2011,"lang":"en","type":"article","venue":"International Journal of Social Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Institut universitaire en santé mentale de Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Social support; Psychological distress; Distress; Population; Job insecurity; Sample (material); Marital status; Psychological well-being; Mental health; Clinical psychology; Work (physics); Social psychology; Medicine; Psychiatry; Environmental health","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":[0.000689677,0.0003030997,0.0003386179,0.00133998,0.002701201,0.001097155,0.0008519836,0.0003582213,0.001818998],"category_scores_gemma":[0.002092544,0.000205782,0.0004490003,0.003192286,0.0007883636,0.0002807035,0.001057073,0.0006438108,0.0001203185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01466206,"about_ca_system_score_gemma":0.01879355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851002,"about_ca_topic_score_gemma":0.9907973,"domain_scores_codex":[0.9992371,0.00005907637,0.00003586562,0.00007630294,0.0002860579,0.0003056851],"domain_scores_gemma":[0.9987274,0.0000833205,0.0003115819,0.00002638617,0.0004461473,0.0004052162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006103152,0.00002416292,0.9924219,0.00003772628,0.00002638013,0.00007977543,0.001314142,0.00004570047,0.0001030496,0.0000622041,0.000416956,0.005407015],"study_design_scores_gemma":[0.000001669427,0.000009359728,0.9986503,0.00001623897,0.000006398187,0.00002728445,0.0009220619,0.00004443671,0.00001392146,0.00001256831,0.0002926363,0.00000321733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960461,0.00104782,0.00004841155,0.0003850336,0.00001270758,0.00002584945,0.001134461,0.000003057455,0.001296448],"genre_scores_gemma":[0.9985526,0.0005072402,0.00006480538,0.00005906136,0.000004832666,0.000008600186,0.000451892,0.000001528402,0.0003493778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489979,"threshold_uncertainty_score":0.1063812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03776241176304806,"score_gpt":0.3828378876260808,"score_spread":0.3450754758630327,"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."}}