{"id":"W2060918240","doi":"10.2174/1874613601105010001","title":"A Quarter of a Century with AIDS","year":2011,"lang":"en","type":"article","venue":"The Open AIDS Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Transmission (telecommunications); Quarter (Canadian coin); Pediatrics; Human immunodeficiency virus (HIV); Disease; Demography; Internal medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007864574,0.0000746645,0.0002002639,0.0001002648,0.0001224202,0.00005630092,0.0004537517,0.00002417424,0.009078766],"category_scores_gemma":[0.00006240909,0.00003505403,0.0001257775,0.0001847806,0.0001326755,0.0002181686,0.00009868742,0.0003912688,0.00009315825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002396152,"about_ca_system_score_gemma":0.0001390913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374189,"about_ca_topic_score_gemma":0.00001809332,"domain_scores_codex":[0.999035,0.0001372129,0.0002396929,0.0000782294,0.000292647,0.0002172417],"domain_scores_gemma":[0.9992321,0.00002312214,0.0001018239,0.0002688453,0.0001832682,0.0001908141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01524924,0.004665032,0.1112184,0.0002565308,0.003920213,0.001004679,0.03321366,0.000001171606,0.0293593,0.02524264,0.3777973,0.3980718],"study_design_scores_gemma":[0.04523589,0.3251262,0.2021829,0.009137491,0.002292612,0.03125867,0.06575843,0.0004452519,0.06141471,0.01861869,0.23721,0.001319134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5475831,0.0004393429,0.001979493,0.0009976556,0.00006147812,0.0005683746,0.000009580051,0.000009481557,0.4483515],"genre_scores_gemma":[0.9803519,0.0000907202,0.00383769,0.0001114523,0.00009089823,0.00000914775,0.000001333314,0.00001239366,0.01549449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.432857,"threshold_uncertainty_score":0.9918271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142493591652367,"score_gpt":0.3458962650980598,"score_spread":0.2944713291815361,"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."}}