{"id":"W2028571249","doi":"10.1080/09540121.2014.940269","title":"Changing access to mental health care and social support when people living with HIV/AIDS become service providers","year":2014,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Ontario HIV Treatment Network; St. Michael's Hospital; Regent Park Community Health Centre; AIDS Committee of Toronto","funders":"","keywords":"Peer support; Service provider; Confidentiality; Mental health; Social support; Qualitative research; Feeling; Nursing; Public relations; Service (business); Psychology; Business; Medicine; Social psychology; Psychiatry; Sociology; Marketing; Political science","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":[0.000221562,0.0001801855,0.0003500928,0.0003276064,0.0004464618,0.0001418631,0.0001837764,0.00005656774,0.0003566053],"category_scores_gemma":[0.00006038988,0.0001551595,0.00009326785,0.0003694243,0.00003414682,0.0003257791,0.0002857595,0.0002067785,0.00004139572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420828,"about_ca_system_score_gemma":0.0002354967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006576503,"about_ca_topic_score_gemma":0.004750216,"domain_scores_codex":[0.9983201,0.00009882475,0.000211152,0.0003583942,0.0004163976,0.0005951449],"domain_scores_gemma":[0.9990307,0.00004005433,0.000058412,0.0002191686,0.0002829341,0.0003687238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000175926,0.0001053447,0.2497054,0.005121607,0.0002014123,0.00001070272,0.5001796,0.00000147393,0.00018707,0.0002255812,0.06943742,0.1746485],"study_design_scores_gemma":[0.004932886,0.02796544,0.06171075,0.003306642,0.0002058051,0.0001163286,0.8163179,0.0003092188,0.0006113363,0.00001774869,0.0836183,0.0008876291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674844,0.000462777,0.00214201,0.01949965,0.00009719297,0.001762095,0.0002663302,0.000179967,0.00810559],"genre_scores_gemma":[0.9909497,0.000008443439,0.002191264,0.003143265,0.0002383911,0.0001056791,0.0003890231,0.00004596786,0.002928264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161383,"threshold_uncertainty_score":0.6327221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676222140238108,"score_gpt":0.3267713968566752,"score_spread":0.3100091754542941,"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."}}