{"id":"W2113629012","doi":"10.1016/j.dhjo.2013.03.001","title":"Unemployment among Canadians with physical and a co-morbid mental disability: An examination of the 2006 Participation and Activity Limitation Survey (PALS)","year":2013,"lang":"en","type":"article","venue":"Disability and health journal","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Unemployment; Physical disability; Disadvantage; Psychology; Workforce; Mental health; Odds; Logistic regression; Cross-sectional study; Gerontology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002580748,0.0001011135,0.0001865346,0.00001614794,0.0008680876,0.0001447794,0.00006771308,0.00004336648,0.00004301248],"category_scores_gemma":[0.0001799755,0.00007288816,0.00002305056,0.0001337124,0.001819188,0.0005907002,0.00001713513,0.0001523434,5.22765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381572,"about_ca_system_score_gemma":0.0002351372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1317684,"about_ca_topic_score_gemma":0.4278416,"domain_scores_codex":[0.9975574,0.001354272,0.0002602949,0.0002201693,0.0003535872,0.0002542982],"domain_scores_gemma":[0.9989249,0.0002055445,0.0001903477,0.0001429062,0.0001067579,0.0004295652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001584234,0.0006111286,0.9288472,0.00003969086,0.000007347272,1.51777e-8,0.03855477,0.00000399687,0.000004375162,0.0003695106,0.00007629255,0.03146982],"study_design_scores_gemma":[0.0002573399,0.0002153002,0.9848703,0.00002346067,0.00001033429,8.442101e-7,0.01356049,0.0003647804,0.000009159578,0.0005325692,0.00007836757,0.00007706189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855523,0.00002019759,0.00001022411,0.01349462,0.00006255131,0.0007256707,0.00003149097,0.000008177475,0.00009483404],"genre_scores_gemma":[0.999622,0.00005196581,0.00002558793,0.0001530485,0.000065547,0.00003721402,0.00001410167,0.000005320153,0.0000252125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960732,"threshold_uncertainty_score":0.8740132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09815091673325893,"score_gpt":0.4033935835616458,"score_spread":0.3052426668283869,"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."}}