{"id":"W3035746409","doi":"10.1111/hiv.12887","title":"Distinct risks, clinical characteristics and outcomes by age at time of HIV diagnosis","year":2020,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Demography; Cohort; Retrospective cohort study; Medical diagnosis; Human immunodeficiency virus (HIV); Young adult; Cohort study; HIV diagnosis; Gerontology; Internal medicine; Immunology; Viral load; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003940753,0.0001587101,0.0008105818,0.00006004989,0.00005527244,0.000005193302,0.0001128364,0.00008361831,0.004625268],"category_scores_gemma":[0.004173475,0.0001084708,0.0001530216,0.0001425284,0.0005301624,0.00003634741,0.0001329741,0.0002928009,0.0003526966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000247637,"about_ca_system_score_gemma":0.00002661391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004279023,"about_ca_topic_score_gemma":0.00000519519,"domain_scores_codex":[0.9982286,0.0001123016,0.0007285491,0.0002859536,0.0003992358,0.0002453297],"domain_scores_gemma":[0.9983067,0.0005551837,0.0001515952,0.0002500757,0.00007880262,0.0006576806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001222341,0.000134846,0.4945212,0.0001254717,0.00008383933,0.00007827138,0.0001743824,3.748503e-9,0.0007578149,0.000009614639,0.4980471,0.005945138],"study_design_scores_gemma":[0.004186076,0.004185883,0.7314734,0.0005014176,0.0002894031,0.00001477861,0.00009573936,0.0007803967,0.0002409085,0.00001056005,0.2580913,0.0001300605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223906,0.0009787722,0.0003239357,0.06971021,0.00006310174,0.0004456413,0.0005795439,0.00006397469,0.00544422],"genre_scores_gemma":[0.9608842,0.00121097,0.0001453371,0.001989654,0.0004173412,0.00003037961,0.0008643474,0.00003111664,0.03442664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399558,"threshold_uncertainty_score":0.9962847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220261061331194,"score_gpt":0.407115942434607,"score_spread":0.3249133318212951,"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."}}