{"id":"W3177315037","doi":"10.1002/jia2.25722","title":"Mental health interventions for persons living with HIV in low‐ and middle‐income countries: a systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"MQ: Transforming Mental Health","keywords":"Medicine; Psychological intervention; CINAHL; Mental health; PsycINFO; Psychiatry; Intervention (counseling); Global mental health; MEDLINE","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":[0.002497984,0.0002486784,0.002294814,0.0001811666,0.0001409365,0.0000983036,0.0004793997,0.00008808218,0.0001680101],"category_scores_gemma":[0.00124584,0.0001375636,0.00362268,0.0003074331,0.0001046727,0.0001627484,0.0001814241,0.0007371316,0.000003436431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151715,"about_ca_system_score_gemma":0.001090086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001087155,"about_ca_topic_score_gemma":0.00002979691,"domain_scores_codex":[0.9967147,0.0003214162,0.001738733,0.0001990797,0.0007852636,0.0002408508],"domain_scores_gemma":[0.9969944,0.0005236265,0.001559727,0.0002353325,0.0005213715,0.0001655131],"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":[0.000006508707,0.0002081932,0.00007447952,0.9726359,0.002301231,0.000006449558,0.0003982373,1.504088e-7,6.524226e-8,0.0001299243,0.02319374,0.001045117],"study_design_scores_gemma":[0.0004850362,0.000716216,0.000008907522,0.935342,0.001278121,0.001546073,0.0007178366,0.00006104744,1.049761e-7,0.000004989153,0.059739,0.0001007012],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001327721,0.9914606,0.0005404422,0.005545723,0.0001768754,0.001877465,0.0003123955,0.00000483983,0.00006844946],"genre_scores_gemma":[0.0000209402,0.9870885,0.0014122,0.0004814816,0.0001616074,0.0001513353,0.00003895489,0.00003259196,0.0106124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03729393,"threshold_uncertainty_score":0.5609681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557033384615173,"score_gpt":0.4069166090298192,"score_spread":0.3513462751836675,"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."}}