{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002315044,0.0002175589,0.001048137,0.00008189503,0.0000431075,0.00003096511,0.0001342691,0.0001507349,0.0002256589],"category_scores_gemma":[0.0003525563,0.0001252398,0.000486344,0.0001949414,0.00008741221,0.00004374894,0.00008028447,0.0003296231,0.00006260465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000315198,"about_ca_system_score_gemma":0.0002545453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440026,"about_ca_topic_score_gemma":0.0004589413,"domain_scores_codex":[0.9985975,0.000216552,0.0003924294,0.0003277157,0.0001664616,0.0002993183],"domain_scores_gemma":[0.9988607,0.0003812285,0.00008232058,0.0004884587,0.00002579081,0.0001615235],"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":[0.000002508089,0.0001960789,0.000516978,0.001053344,0.0002269996,0.0001634396,0.0001104581,1.120108e-7,6.602581e-8,0.00021887,0.01728184,0.9802293],"study_design_scores_gemma":[0.0002767405,0.0003768774,0.0001335084,0.01081775,0.0003981543,0.00008280796,0.00002720792,0.00007011919,4.233281e-7,0.00006621071,0.9876459,0.0001042503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006606441,0.9964564,0.00003703836,0.0004813833,0.00003340257,0.0009711519,0.0001125844,0.00001392249,0.001827995],"genre_scores_gemma":[0.00005773331,0.9902687,0.00007872511,0.00003394933,0.0001287287,0.0008366638,0.000199114,0.00002954024,0.008366852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9801251,"threshold_uncertainty_score":0.5107132,"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."}}