{"id":"W3191302067","doi":"10.1093/cid/ciab682","title":"Strengths and Challenges of Various Models of Geriatric Consultation for Older Adults Living With Human Immunodeficiency Virus","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute on Aging; National Institutes of Health; Infectious Diseases Society of America; Gilead Sciences","keywords":"Medicine; Referral; Multidisciplinary approach; Geriatrics; Human immunodeficiency virus (HIV); Gerontology; Family medicine; Outpatient clinic; Geriatric care; Nursing; Psychiatry","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":[0.052953,0.001089915,0.0008036444,0.002273517,0.006672422,0.008211771,0.005764788,0.002954153,0.002381457],"category_scores_gemma":[0.06205187,0.0008999775,0.00186687,0.001878355,0.004164522,0.006255432,0.01248063,0.006267998,0.000609264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008491171,"about_ca_system_score_gemma":0.02640858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800717,"about_ca_topic_score_gemma":0.06163651,"domain_scores_codex":[0.9529474,0.03056067,0.003199304,0.001472114,0.00906633,0.002754194],"domain_scores_gemma":[0.9321391,0.03191987,0.006681761,0.003656472,0.0123985,0.01320434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005507785,0.002557993,0.1198111,0.006711501,0.0007195608,0.001745506,0.04680771,0.006282253,0.0008242562,0.03833478,0.04982144,0.7258331],"study_design_scores_gemma":[0.0009703726,0.007380789,0.1813514,0.03830312,0.001562094,0.01702903,0.2452023,0.04912812,0.002228956,0.1011522,0.3542035,0.001488107],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.302469,0.0460111,0.06802876,0.4880783,0.003674271,0.002548158,0.000383073,0.001284258,0.08752313],"genre_scores_gemma":[0.8105574,0.02492779,0.1359669,0.0212167,0.0009854326,0.00236133,0.0001766702,0.0001191269,0.003688672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.052953,"threshold_uncertainty_score":0.2800455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318273613207262,"score_gpt":0.3661876070317915,"score_spread":0.3330048708997189,"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."}}