{"id":"W4252788550","doi":"10.22215/etd/2019-13665","title":"The Impact of Job Accommodations on Mental Health-Related Stigma","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Anxiety; Mental health; Psychology; Stigma (botany); Accommodation; Depression (economics); Clinical psychology; Psychiatry; Social psychology","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":[0.002673171,0.0001723384,0.0002250081,0.0004740829,0.0019997,0.001441589,0.0002688965,0.000505066,0.004888114],"category_scores_gemma":[0.01332452,0.0001999626,0.0005190547,0.0002317934,0.001365103,0.0007282922,0.002282094,0.0007633177,0.0002300507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009866252,"about_ca_system_score_gemma":0.001106987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470841,"about_ca_topic_score_gemma":0.007248994,"domain_scores_codex":[0.9971251,0.001871636,0.0001081761,0.00008401808,0.00038908,0.0004220295],"domain_scores_gemma":[0.9884188,0.006929511,0.002288285,0.0005216287,0.0005947149,0.001247168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002622545,0.005509697,0.6938784,0.0009064787,0.0002917589,0.001269854,0.149504,0.0004333299,0.00714761,0.00241393,0.00121331,0.134809],"study_design_scores_gemma":[0.00007099417,0.001328917,0.8916019,0.0004466011,0.0001115997,0.000463993,0.1010139,0.0002010074,0.00115888,0.0006548113,0.002906956,0.00004048059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954172,0.0002274752,0.00003052541,0.0002845828,0.000009492345,0.00001250856,0.00001269308,0.00000108235,0.004004454],"genre_scores_gemma":[0.9994554,0.0001445531,0.00005104304,0.00005272025,0.000006668523,0.000006519945,0.000008306167,6.518587e-7,0.0002741668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004888114,"threshold_uncertainty_score":0.01635236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391461352479369,"score_gpt":0.4703312617082021,"score_spread":0.4164166481834083,"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."}}