{"id":"W4392834210","doi":"10.3934/publichealth.2024012","title":"Relationships between employment status with self-perceived mental and physical health in Canada","year":2024,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Laurentian University; University of Toronto; Western University","funders":"","keywords":"Mental health; Psychology; Physical health; Environmental health; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001581162,0.0002660027,0.000486688,0.002281968,0.003589876,0.002069139,0.001701748,0.0005030301,0.007442199],"category_scores_gemma":[0.006194933,0.0003281007,0.0008777534,0.006200111,0.0007371279,0.0005899604,0.001573917,0.001328495,0.0004667673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04042677,"about_ca_system_score_gemma":0.08619859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998363,"about_ca_topic_score_gemma":0.9989435,"domain_scores_codex":[0.9983773,0.0001139174,0.0001126067,0.0001717272,0.0006528895,0.0005715319],"domain_scores_gemma":[0.9936626,0.000397895,0.0005773416,0.0001561719,0.003679189,0.00152681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007187,0.00006574535,0.9579423,0.0002175249,0.0001081236,0.0001159406,0.00140879,0.000233977,0.00005814337,0.000988195,0.02389184,0.01486863],"study_design_scores_gemma":[0.00001347381,0.0000115261,0.9912598,0.0002121575,0.0000405407,0.00003363735,0.002753455,0.000441075,0.00004174877,0.0001060956,0.005065849,0.00002079621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761261,0.004967103,0.0002986205,0.00920315,0.0002468441,0.0001733038,0.08458646,0.00004491526,0.02435355],"genre_scores_gemma":[0.981964,0.002337223,0.000322328,0.0006017305,0.00002751802,0.00005954684,0.01010167,0.0000175542,0.004568413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04042677,"threshold_uncertainty_score":0.2933181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302548406891827,"score_gpt":0.3921258157847267,"score_spread":0.2991003317158084,"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."}}