{"id":"W4391053104","doi":"10.1111/hiv.13610","title":"The changing landscape of both causes and locations of death in a regional <scp>HIV</scp> population 2010–2021","year":2024,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Residence; Human immunodeficiency virus (HIV); Retrospective cohort study; Cause of death; Cohort; Medical examiner; Population; Drug overdose; Cohort study; Emergency medicine; Demography; Medical emergency; Gerontology; Family medicine; Environmental health; Injury prevention; Poison control; Disease; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006178416,0.0002065313,0.0001525613,0.001803878,0.0006956172,0.001181645,0.0009325086,0.0003880681,0.001376384],"category_scores_gemma":[0.001497047,0.0001536377,0.0003086207,0.002211245,0.000614183,0.0004485234,0.0006735146,0.0004676054,0.0002177688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007185684,"about_ca_system_score_gemma":0.006457941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8159214,"about_ca_topic_score_gemma":0.9066376,"domain_scores_codex":[0.9994938,0.00007984937,0.00002260031,0.00008423968,0.0001509071,0.0001685069],"domain_scores_gemma":[0.9987937,0.00006629141,0.0004232541,0.00004493233,0.0004840449,0.0001877867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009095421,0.00002075715,0.9680662,0.000138425,0.00009936652,0.0004750404,0.001574298,0.0006846933,0.0007985707,0.000550379,0.007234769,0.02026656],"study_design_scores_gemma":[0.000001631623,0.00001375843,0.994747,0.00005205501,0.00001804468,0.0002927177,0.001725813,0.0002171869,0.0000517167,0.00005850029,0.002813017,0.000008486222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765044,0.006608896,0.0004023985,0.003034729,0.00006939921,0.00003837189,0.008619207,0.00006466689,0.004658006],"genre_scores_gemma":[0.9935948,0.001825058,0.0003737512,0.0003210649,0.00003276539,0.00001399125,0.003153745,0.000005804832,0.0006788999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8159214,"threshold_uncertainty_score":0.3703253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534032909025777,"score_gpt":0.3365118694847223,"score_spread":0.3011715403944646,"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."}}