{"id":"W2122708345","doi":"10.1080/17290376.2004.9724840","title":"The meaning and challenge of voluntary counselling and testing (VCT) for counsellors — report of the Kenya Association of Professional Counsellors (KAPC) conference for sub-Saharan Africa","year":2004,"lang":"en","type":"article","venue":"SAHARA-J Journal of Social Aspects of HIV/AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Voluntary counseling and testing; Professional association; Meaning (existential); Medicine; Human immunodeficiency virus (HIV); Professional development; Nursing; Voluntary association; Medical education; Political science; Psychology; Public relations; Family medicine; Health services; Population; Psychotherapist; Environmental health; Law","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":[0.002952473,0.0001751662,0.000721543,0.0001551326,0.000364468,0.00001945502,0.0002270648,0.0001430336,0.000009019494],"category_scores_gemma":[0.001618179,0.000116317,0.0003791986,0.000273239,0.0004631584,0.000193159,0.00002438644,0.0003926156,1.127804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195286,"about_ca_system_score_gemma":0.0006663725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002449802,"about_ca_topic_score_gemma":0.00005004289,"domain_scores_codex":[0.9970773,0.0001205341,0.001325192,0.0001769557,0.0009713507,0.0003286164],"domain_scores_gemma":[0.9934598,0.001178042,0.002246912,0.0001488527,0.002859771,0.000106621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01065336,0.004765446,0.0359677,0.01163465,0.007738375,0.0001297395,0.06158791,0.0001752134,0.6706336,0.1111423,0.04826865,0.03730316],"study_design_scores_gemma":[0.04917639,0.05041011,0.05064863,0.03000608,0.005868125,0.001100349,0.03787971,0.003619714,0.299158,0.4402603,0.03012992,0.001742696],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857801,0.005378199,0.002427142,0.002995821,0.0002540602,0.001266313,0.000260346,0.000009436026,0.001628552],"genre_scores_gemma":[0.9954798,0.002178895,0.001229394,0.00001102049,0.0002282859,0.00001554141,0.00001035804,0.00002513765,0.0008215577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3714755,"threshold_uncertainty_score":0.4743269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982733028755525,"score_gpt":0.3018103394307018,"score_spread":0.2719830091431465,"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."}}