{"id":"W1990558141","doi":"10.1111/tmi.12500","title":"Psychological interventions for Common Mental Disorders for People Living With <scp>HIV</scp> in Low‐ and Middle‐Income Countries: systematic review","year":2015,"lang":"en","type":"review","venue":"Tropical Medicine & International Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Psychological intervention; Medicine; Mental health; Fidelity; Systematic review; Inclusion (mineral); Clinical psychology; Psychiatry; Human immunodeficiency virus (HIV); MEDLINE; Family medicine; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001556222,0.0004659538,0.003996979,0.0005454274,0.0001263796,0.00003271064,0.0004191161,0.0001840697,0.0001163227],"category_scores_gemma":[0.00435775,0.0002884374,0.0007249779,0.000347674,0.000263601,0.0001037193,0.0001055175,0.0006431871,0.00002567579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007792238,"about_ca_system_score_gemma":0.0003294603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009750535,"about_ca_topic_score_gemma":0.001059481,"domain_scores_codex":[0.9952431,0.0004419986,0.002287081,0.0006224433,0.0008083874,0.0005969615],"domain_scores_gemma":[0.9955965,0.002292965,0.0007591489,0.0003882153,0.0003484307,0.0006147554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004113025,0.0005128225,0.0005209518,0.9695786,0.0003256009,0.000004130031,0.0002036508,4.440902e-8,4.801864e-9,0.001334469,0.01542937,0.01204928],"study_design_scores_gemma":[0.002099892,0.008031942,0.0004125877,0.8379643,0.0006966071,0.000186243,0.0002481723,0.0001496292,4.395425e-9,0.000091929,0.1500162,0.0001025172],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005200863,0.9762245,0.003374478,0.007585241,0.0002413989,0.01143741,0.0004871398,0.00004891395,0.0005488663],"genre_scores_gemma":[0.000236149,0.9884132,0.0006150733,0.0007207363,0.0003203319,0.004161795,0.001042298,0.00006407078,0.004426377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1345868,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030988851742966,"score_gpt":0.4793405152510758,"score_spread":0.3762416300767792,"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."}}