{"id":"W4307877903","doi":"10.21203/rs.3.rs-1706829/v1","title":"Mode Of HIV Exposure and Its Role in The Excess Risk of Neurocognitive Impairment in People Living With HIV: a protocol for systematic review and meta-analysis of case-controlled studies","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Neurocognitive; Meta-analysis; Protocol (science); Psychology; Cognitive impairment; Medicine; Clinical psychology; Psychiatry; Cognition; Virology; Internal medicine; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1068153,0.007593682,0.03069058,0.01910932,0.003374459,0.007199835,0.006702463,0.00880996,0.02991187],"category_scores_gemma":[0.1658503,0.005310986,0.04538468,0.01690866,0.004466147,0.005960837,0.005459989,0.005954195,0.003033333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01486555,"about_ca_system_score_gemma":0.03563524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0067533,"about_ca_topic_score_gemma":0.01249958,"domain_scores_codex":[0.9043042,0.04429802,0.03613827,0.005425773,0.007995112,0.001838604],"domain_scores_gemma":[0.9275889,0.03632406,0.01563656,0.00733556,0.01153885,0.001575932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004358472,0.0001159917,0.0007163289,0.9395117,0.03041788,0.0004099354,0.0005665491,0.001003656,0.0005958203,0.001607539,0.006440496,0.01425559],"study_design_scores_gemma":[0.04202807,0.002377941,0.007112421,0.5847975,0.259371,0.0007681436,0.0009649894,0.003373948,0.002316266,0.0100142,0.08625235,0.0006231488],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008674468,0.01837551,0.005543869,0.0005505486,0.0006610277,0.9688424,0.004273893,0.0003080296,0.0005772086],"genre_scores_gemma":[0.001536991,0.003571883,0.00803235,0.0002336792,0.00004111965,0.9858977,0.0004281804,0.00001748757,0.0002405847],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1068153,"threshold_uncertainty_score":0.5649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07627842567481727,"score_gpt":0.4209843774492838,"score_spread":0.3447059517744665,"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."}}