{"id":"W2332416385","doi":"10.1080/09540121.2016.1146211","title":"Mental health problems in people living with HIV: changes in the last two decades: the London experience 1990–2014","year":2016,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Mental health; Psychiatry; Human immunodeficiency virus (HIV); Anxiety; Mania; Medicine; Comorbidity; Depression (economics); Psychology; Family medicine; Bipolar disorder; Mood","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004794142,0.0001744495,0.0003250696,0.001016527,0.0008099319,0.001446032,0.0003636816,0.0006732848,0.002551164],"category_scores_gemma":[0.00227628,0.0002514655,0.0003100291,0.002725004,0.0008488335,0.001776757,0.002659749,0.00115163,0.0004021111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003110228,"about_ca_system_score_gemma":0.002057307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1861495,"about_ca_topic_score_gemma":0.2889779,"domain_scores_codex":[0.9993191,0.0001562744,0.0001475211,0.00006463018,0.0001467879,0.0001657304],"domain_scores_gemma":[0.998288,0.000135768,0.0008872112,0.00003458255,0.0002064762,0.0004479892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825575,0.0000846787,0.8764661,0.0008999695,0.0001217419,0.004506163,0.06069827,0.0002085711,0.0007099187,0.0008148603,0.009714435,0.04549277],"study_design_scores_gemma":[0.000006292432,0.0000588145,0.9496595,0.0004271277,0.00001695739,0.001538034,0.03478142,0.0000470858,0.00006772348,0.00004922555,0.01332501,0.00002274895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708681,0.01324778,0.00006146496,0.007600159,0.0001595793,0.00002466585,0.001951402,0.000009969323,0.006076869],"genre_scores_gemma":[0.9823205,0.01189305,0.00007386712,0.001115837,0.00009573237,0.00002610556,0.001082099,0.00001111173,0.00338163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1861495,"threshold_uncertainty_score":0.370132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782753686150333,"score_gpt":0.3292759499520342,"score_spread":0.3114484130905308,"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."}}