{"id":"W7161953851","doi":"10.82308/25016","title":"Managing the impact of mental health conditions on the cascade of care among women living with HIV","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Mental health; Mental health care; Sida; Health services","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308386,0.0002456881,0.000297584,0.0004616111,0.00295103,0.001288448,0.0006832773,0.0007372174,0.007488682],"category_scores_gemma":[0.007776127,0.0002351728,0.0004236693,0.0003691039,0.0006894535,0.001187872,0.002643993,0.001472739,0.0002815671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353409,"about_ca_system_score_gemma":0.006527742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02331707,"about_ca_topic_score_gemma":0.05115534,"domain_scores_codex":[0.9991905,0.0003792493,0.00002871483,0.00006457092,0.00007188878,0.0002650555],"domain_scores_gemma":[0.9985424,0.0004108193,0.0003071629,0.00004872636,0.0001413943,0.000549499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004286612,0.0007694662,0.4754927,0.001882954,0.0002453325,0.004275935,0.03902343,0.0007842082,0.001820451,0.005063901,0.01955608,0.450657],"study_design_scores_gemma":[0.0001797456,0.002860155,0.7673044,0.007234523,0.0004465101,0.005156426,0.1289985,0.0021775,0.001518145,0.01155418,0.07243804,0.0001317876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216592,0.01453232,0.001553865,0.03595203,0.0005023588,0.000616628,0.0004689453,0.00005249497,0.02466217],"genre_scores_gemma":[0.9821504,0.009006716,0.002509886,0.00300688,0.0002223299,0.0003398521,0.0001472833,0.000006685389,0.00260992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02331707,"threshold_uncertainty_score":0.0463627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654878929504596,"score_gpt":0.3748975991388497,"score_spread":0.3583488098438037,"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."}}