{"id":"W2980454598","doi":"10.1371/journal.pone.0223313","title":"The impact of leishmaniasis on mental health and psychosocial well-being: A systematic review","year":2019,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Wellcome Trust; Wellcome","keywords":"Psychosocial; Medicine; Critical appraisal; Mental health; Systematic review; Anxiety; Observational study; Quality of life (healthcare); Socioeconomic status; Environmental health; Leishmaniasis; Disease; Family medicine; Psychiatry; MEDLINE; Population; Immunology; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001559436,0.0005240723,0.007025835,0.0001800477,0.0002377279,0.00004120326,0.0003397293,0.0001430315,0.00004146999],"category_scores_gemma":[0.001392193,0.0002666676,0.0009673777,0.0004000023,0.0001632431,0.00004091827,0.0001580292,0.0006729477,0.0002353095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720962,"about_ca_system_score_gemma":0.0007656285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004915593,"about_ca_topic_score_gemma":0.000004658565,"domain_scores_codex":[0.9954665,0.0008273313,0.001414838,0.0004744919,0.001280596,0.0005362423],"domain_scores_gemma":[0.996542,0.0008292667,0.001144842,0.00100442,0.0001906794,0.0002888289],"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":[0.00003472,0.0007136851,0.00001875318,0.9698776,0.005943277,0.000003303015,0.0001885238,8.929437e-10,2.778187e-7,0.0000590702,0.00983699,0.01332382],"study_design_scores_gemma":[0.0004026913,0.001847477,0.00001082379,0.9767029,0.004250223,0.00003010744,0.00006027991,0.000001259739,4.577604e-7,0.000008509881,0.01649559,0.0001897101],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003554906,0.9824563,7.308357e-8,0.001917419,0.00004124357,0.01225514,0.00004621923,0.00002996106,0.003218135],"genre_scores_gemma":[0.00001679873,0.9973417,0.0000251462,0.0002422937,0.0001431875,0.000502937,0.0000550392,0.00008597189,0.001586934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01488544,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181856048458588,"score_gpt":0.4062607909262456,"score_spread":0.2880751860803868,"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."}}