{"id":"W2039975063","doi":"10.3109/09638281003734391","title":"A Canadian model of work integration for persons with mental illnesses","year":2010,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; University of Toronto","funders":"","keywords":"Multitude; Work (physics); Mental illness; Psychology; Mental health; Field (mathematics); Psychiatry; Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007074324,0.00006995421,0.0001008138,0.00003552037,0.0003675554,0.00003495537,0.00006504481,0.00007308412,0.00006793943],"category_scores_gemma":[0.0008130823,0.00005814242,0.00004721025,0.0001570534,0.001454474,0.0002038048,0.000004767805,0.00006695427,8.306714e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583929,"about_ca_system_score_gemma":0.0003552927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06128149,"about_ca_topic_score_gemma":0.7041175,"domain_scores_codex":[0.9992924,0.00006434281,0.000159179,0.00019437,0.0001357978,0.0001539108],"domain_scores_gemma":[0.9991001,0.0004140475,0.00004217267,0.0001428609,0.0001451128,0.0001556344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002161508,0.0007861709,0.4241489,0.0001642368,0.00001892304,9.697104e-9,0.3352861,0.0001058563,0.0007119775,0.1959672,0.001751928,0.04084247],"study_design_scores_gemma":[0.001697766,0.0009522474,0.3249338,0.0001625205,0.0001168142,5.362386e-7,0.5545235,0.004472667,0.0004741821,0.07918839,0.0326207,0.000856896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666318,0.000004294411,0.0003097659,0.0304021,0.000266828,0.0007676827,0.00004706378,0.00001878563,0.001551713],"genre_scores_gemma":[0.9935498,0.000001768834,0.005968894,0.00005137092,0.00003615746,0.0001462627,0.00002845699,0.00000511152,0.0002122167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.642836,"threshold_uncertainty_score":0.9449695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955042582654624,"score_gpt":0.3108336004216771,"score_spread":0.2912831745951308,"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."}}