{"id":"W2886333327","doi":"10.1371/journal.pone.0199830","title":"Economic burden of caregiving for persons with severe mental illness in sub-Saharan Africa: A systematic review","year":2018,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre","keywords":"Mental illness; Medicine; MEDLINE; Psychiatry; Gerontology; Environmental health; Mental health; Intensive care medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005420336,0.001356903,0.005791078,0.01164146,0.0007418469,0.002914995,0.001360881,0.001578539,0.003714336],"category_scores_gemma":[0.02968362,0.0008984759,0.004925358,0.01148498,0.0007080096,0.002347258,0.001835953,0.0009547771,0.0001713533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004111275,"about_ca_system_score_gemma":0.009724869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008949493,"about_ca_topic_score_gemma":0.02215803,"domain_scores_codex":[0.9956089,0.001544675,0.001507943,0.0002555882,0.0008538056,0.0002291629],"domain_scores_gemma":[0.980138,0.01354839,0.004669973,0.0001714888,0.001226996,0.0002452188],"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":[0.0001850919,0.00001422513,0.001980846,0.9560723,0.007396359,0.000223203,0.0004527247,0.00008831148,0.00005829717,0.0002577346,0.001252641,0.03201825],"study_design_scores_gemma":[0.000126179,0.0001575278,0.009425986,0.9435866,0.03286286,0.0007084066,0.0009123001,0.00006508143,0.00008303925,0.0002690762,0.0117684,0.00003452844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003465742,0.9950246,0.00007015086,0.0003034359,0.00008295263,0.0002076308,0.0004798534,0.000003958075,0.000361627],"genre_scores_gemma":[0.02872321,0.970084,0.0002644839,0.0002663461,0.00005176929,0.0003223633,0.0001940316,0.000002728423,0.000090988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01164146,"threshold_uncertainty_score":0.0298295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238946247164478,"score_gpt":0.3083854220042677,"score_spread":0.2359959595326229,"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."}}