{"id":"W116509414","doi":"10.3233/wor-2005-00451","title":"Back to work: Vocational issues and strategies for Canadians living with HIV/AIDS","year":2005,"lang":"en","type":"article","venue":"Work","topic":"Social Policies and Family","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Workforce; Vocational education; Work (physics); Human immunodeficiency virus (HIV); Gerontology; Psychology; Public health; Intervention (counseling); Health care; Medicine; Public relations; Nursing; Economic growth; Business; Political science; Economics; Family medicine; Pedagogy","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":[0.0001375396,0.00005505239,0.00007244405,0.00002364188,0.0003969714,0.0001430021,0.0000842712,0.00004206088,0.0001329148],"category_scores_gemma":[0.00003622825,0.00005114073,0.00001589589,0.0002610261,0.0001124556,0.0000982671,0.00001024023,0.00003288094,0.00004633949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005875598,"about_ca_system_score_gemma":0.0001797122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01744895,"about_ca_topic_score_gemma":0.09103886,"domain_scores_codex":[0.9994603,0.00001954776,0.00006110292,0.0001023032,0.0001083342,0.0002483848],"domain_scores_gemma":[0.9996424,0.0001233737,0.00001845206,0.00005107373,0.00004080596,0.0001238664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002533793,0.00003032272,0.06861183,0.000009490715,0.00003575432,3.865343e-7,0.1785027,0.0003153095,0.000004372103,0.3044408,0.4005993,0.04742442],"study_design_scores_gemma":[0.00008826377,0.00004160789,0.1076131,0.00007487195,0.000009435861,1.00148e-7,0.07153948,0.000002895241,6.717863e-7,0.001303395,0.8191569,0.0001693231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5328332,0.001841211,0.002081389,0.09953,0.0003738379,0.0009633146,0.00003416727,0.0001100701,0.3622328],"genre_scores_gemma":[0.9580685,0.00003492718,0.008568625,0.002581959,0.001435937,0.00003108103,0.000001796929,0.00001056663,0.0292666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4252353,"threshold_uncertainty_score":0.989094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206433377057856,"score_gpt":0.2966598333335353,"score_spread":0.2760164956277497,"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."}}