{"id":"W2325693685","doi":"10.7870/cjcmh-2004-0006","title":"Bridging the Gap Between Dreams and Realities Related to Employment and Mental Health: Implications for Policy and Practice","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Community Based Research; Wilfrid Laurier University","funders":"","keywords":"Mental health; Mental illness; Bridging (networking); Psychology; Action (physics); Participatory action research; Citizen journalism; Bridge (graph theory); Work (physics); Public relations; Service provider; Nursing; Business; Psychiatry; Political science; Service (business); Medicine; Economic growth; Engineering; Marketing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04632672,0.0006278047,0.00136041,0.002685883,0.02038904,0.01971404,0.005126297,0.01337996,0.01065782],"category_scores_gemma":[0.07128,0.0009253501,0.000791323,0.003452764,0.05012554,0.01961929,0.01987255,0.01185752,0.0007285973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03915844,"about_ca_system_score_gemma":0.1754971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1738979,"about_ca_topic_score_gemma":0.2732746,"domain_scores_codex":[0.9751219,0.01638613,0.0009961496,0.001085207,0.002873114,0.00353747],"domain_scores_gemma":[0.9179671,0.05637604,0.002930618,0.001294058,0.004011942,0.0174203],"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":[0.0002046497,0.000541171,0.01627898,0.005404224,0.00007411579,0.002371645,0.3235872,0.0009159155,0.0003401592,0.356921,0.09077335,0.2025877],"study_design_scores_gemma":[0.00006535021,0.00007344859,0.006287172,0.007350312,0.00002034038,0.000331494,0.7040859,0.0003739473,0.00009729643,0.1677192,0.1135011,0.00009438932],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01157697,0.00915733,0.001056503,0.963206,0.000667883,0.00006494637,0.00002420168,0.0000198109,0.01422639],"genre_scores_gemma":[0.822475,0.05651724,0.01100945,0.09944484,0.001358924,0.0009173834,0.00009766655,0.00005801509,0.008121491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8261021,"threshold_uncertainty_score":0.3457714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3031779193678562,"score_gpt":0.4960904724512323,"score_spread":0.1929125530833761,"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."}}