{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557818,0.0007409296,0.0002883402,0.004087155,0.01931236,0.01070134,0.002582822,0.002043471,0.008166821],"category_scores_gemma":[0.004578091,0.0002836183,0.0005527968,0.007000334,0.01263085,0.003858511,0.003779778,0.002376858,0.0007955832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1221946,"about_ca_system_score_gemma":0.2186475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793987,"about_ca_topic_score_gemma":0.9798474,"domain_scores_codex":[0.9961804,0.001083931,0.0001169171,0.0003834243,0.00134246,0.000892713],"domain_scores_gemma":[0.9973378,0.0003343498,0.0001407846,0.0001057061,0.0013515,0.0007299221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004155702,0.00007680135,0.007865719,0.0001767782,0.00001252124,0.001122418,0.09058294,0.002564274,0.0002561237,0.8416852,0.02429122,0.03132449],"study_design_scores_gemma":[0.00008606367,0.00007798352,0.02035323,0.001113646,0.00007236514,0.001117644,0.1699166,0.009263294,0.0002147894,0.1405085,0.6570988,0.0001770699],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07796343,0.003288512,0.01516073,0.04854276,0.000440759,0.000523613,0.0007586122,0.0001494748,0.8531721],"genre_scores_gemma":[0.913277,0.004397506,0.01863174,0.002385064,0.00005976856,0.0003606854,0.0005538501,0.00005191149,0.06028246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1221946,"threshold_uncertainty_score":0.8865884,"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."}}