{"id":"W4391691880","doi":"10.1080/03069885.2023.2285333","title":"Improving career wellbeing of individuals with serious mental illness","year":2024,"lang":"en","type":"article","venue":"British Journal of Guidance and Counselling","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Psychology; Mental health; Clinical psychology; Well-being; Psychiatry; Psychotherapist","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":[0.000941578,0.00006328281,0.0001581189,0.00007074638,0.0003383796,0.0002779553,0.0001349687,0.00004287848,0.00002521021],"category_scores_gemma":[0.00001647598,0.00006699541,0.00005012123,0.0001840379,0.0001375063,0.0004620379,0.0000131306,0.0001332495,6.953846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004188059,"about_ca_system_score_gemma":0.0002112425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009424898,"about_ca_topic_score_gemma":0.000619293,"domain_scores_codex":[0.998972,0.00003628094,0.000226071,0.00010477,0.000496708,0.0001641642],"domain_scores_gemma":[0.9995053,0.00005235661,0.0001330815,0.00002837356,0.0002074805,0.00007339286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001123863,0.00006497603,0.08568594,0.0004086492,0.0003762667,0.001907845,0.1551745,0.00006699285,0.002242929,0.001619924,0.004234409,0.7481052],"study_design_scores_gemma":[0.004992932,0.0007881703,0.04350671,0.02130972,0.0009211891,0.005325103,0.1968473,0.0006963365,0.00727304,0.006352095,0.7094766,0.002510737],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745258,0.02265433,0.001454015,0.0001087562,0.0003945103,0.00006714828,0.00001097093,0.00001397323,0.0007704734],"genre_scores_gemma":[0.9893534,0.009331066,0.0008551197,0.00003467296,0.0001748615,4.774266e-7,9.773812e-7,0.000006847025,0.0002426242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7455944,"threshold_uncertainty_score":0.2731993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009847653972942044,"score_gpt":0.231082169917053,"score_spread":0.221234515944111,"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."}}