{"id":"W2115433831","doi":"10.3233/wor-2012-1446","title":"Workers' perspectives on self-directing mainstream return to work following acute mental illness: Reflections on partnerships","year":2012,"lang":"en","type":"article","venue":"Work","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Penticton Regional Hospital; Hatch (Canada)","funders":"","keywords":"Mainstream; Mental illness; Nonprobability sampling; Work (physics); Qualitative research; Psychology; Mental health; Medicine; Sociology; Psychiatry; Political science; Environmental health","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001609097,0.000347896,0.0003442274,0.0002316454,0.003526485,0.00002144412,0.0002131519,0.0002327336,0.0003037518],"category_scores_gemma":[0.00009751444,0.0003073983,0.0001807369,0.001147204,0.00002314054,0.000153158,0.0001192038,0.001213189,0.001654487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627543,"about_ca_system_score_gemma":0.0001135882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006093569,"about_ca_topic_score_gemma":0.00007458424,"domain_scores_codex":[0.9958788,0.0009173569,0.0005740224,0.0005139076,0.0005882989,0.001527587],"domain_scores_gemma":[0.997622,0.000793619,0.0002178861,0.0004898957,0.00004586058,0.000830705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00149067,0.001154763,0.6736686,0.0001427145,0.0002919405,0.00001000109,0.2684354,0.00001164503,0.00002784928,0.001578303,0.04823256,0.004955485],"study_design_scores_gemma":[0.002992383,0.001637136,0.03246251,0.01105584,0.0002509542,0.000002561911,0.6092343,0.000006985647,0.0003976147,0.0001489576,0.3402947,0.001515935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191992,0.0002669351,0.00002356365,0.001632521,0.007392372,0.001960599,0.00001538452,0.0004891551,0.0690203],"genre_scores_gemma":[0.9845873,0.00003739543,0.002335634,0.004679232,0.001441599,0.0006603199,0.00007074072,0.00006616946,0.006121579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412061,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304632398154657,"score_gpt":0.4546063985286697,"score_spread":0.2241431587132041,"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."}}