{"id":"W3159665217","doi":"10.7759/cureus.14805","title":"Forty Years Since the Epidemic: Modern Paradigms in HIV Diagnosis and Treatment","year":2021,"lang":"en","type":"review","venue":"Cureus","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Intensive care medicine; Disease; Immune Dysfunction; Immunology; Immune system; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654312,0.0007040912,0.001238396,0.001871481,0.0005463551,0.001911035,0.0009230988,0.001677385,0.004208386],"category_scores_gemma":[0.003370163,0.0002195509,0.0007212627,0.002558934,0.001149522,0.00344631,0.0009371481,0.003569513,0.00124523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138279,"about_ca_system_score_gemma":0.003265909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189219,"about_ca_topic_score_gemma":0.00325567,"domain_scores_codex":[0.9991974,0.0002770552,0.0001178156,0.00008691663,0.0002601472,0.00006062583],"domain_scores_gemma":[0.9980536,0.00129425,0.0001559884,0.00005447789,0.0003534784,0.00008827821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036127,0.00006388141,0.0002006143,0.04079783,0.0001277513,0.0001946517,0.0004486728,0.0002619735,0.0005556169,0.02563279,0.07850719,0.8531054],"study_design_scores_gemma":[0.0000119201,0.00006114203,0.0005665635,0.01922089,0.0001053881,0.0005860567,0.0002799055,0.00004001529,0.00009856606,0.006497839,0.9725141,0.0000177039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003948318,0.9978047,0.00003767943,0.001211404,0.0004333511,0.000002123633,0.00000647105,0.000002327844,0.0004624515],"genre_scores_gemma":[0.0004726515,0.9979314,0.00008800968,0.0008513917,0.0004156919,0.000004411876,0.00001123368,8.703736e-7,0.0002244356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004208386,"threshold_uncertainty_score":0.01407844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462971142448446,"score_gpt":0.4341697553239744,"score_spread":0.2878726410791298,"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."}}