{"id":"W2008818202","doi":"10.1089/apc.2006.0207","title":"HIV Peer Counseling and the Development of Hope: Perspectives from Peer Counselors and Peer Counseling Recipients","year":2007,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"University of Alberta","keywords":"Thematic analysis; Medicine; Qualitative research; Human immunodeficiency virus (HIV); Peer support; Peer review; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001422034,0.0002958883,0.0004112342,0.0001352227,0.0004059573,0.000090503,0.000133653,0.0001772547,0.00009386175],"category_scores_gemma":[0.0001232583,0.0002232035,0.00006474239,0.0001629571,0.0003359484,0.0001319631,0.00006641901,0.0002754577,0.000008791639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005787917,"about_ca_system_score_gemma":0.0000522835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002558969,"about_ca_topic_score_gemma":0.00009703855,"domain_scores_codex":[0.997488,0.0001199302,0.0005649547,0.0005616826,0.0008564284,0.0004090221],"domain_scores_gemma":[0.9977354,0.000501682,0.000190134,0.0002851237,0.001148476,0.0001391887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006153931,0.00007437741,0.02732392,0.00002589368,0.0002403085,0.00001140592,0.7683102,0.000008631414,0.00006584256,0.0009076808,0.001155323,0.201261],"study_design_scores_gemma":[0.008599378,0.003440754,0.02139632,0.00032247,0.0004000632,0.0000275353,0.9092333,0.0001499732,0.0006868019,0.0008413317,0.05383276,0.00106935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980499,0.0086077,0.001011406,0.00008242324,0.0006220597,0.0003601746,0.00005114576,0.00003281536,0.008733241],"genre_scores_gemma":[0.9954227,0.0005170915,0.002582946,0.0001913723,0.0001196368,0.00001846382,0.00007412009,0.00003574633,0.001037883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001916,"threshold_uncertainty_score":0.9101974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035260936137085,"score_gpt":0.27199824649849,"score_spread":0.2616456371371191,"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."}}