{"id":"W4411545506","doi":"10.1016/j.wss.2025.100280","title":"“Cold turkey meds again”: Access to community HIV/AIDS services during public health emergencies","year":2025,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Queen's University","funders":"Queen's University","keywords":"Human immunodeficiency virus (HIV); Public health; Medicine; Health services; Family medicine; Medical emergency; Nursing; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001106033,0.0001780972,0.00035326,0.0001583843,0.001165506,0.0002255026,0.0003297775,0.0001009708,0.0001000968],"category_scores_gemma":[0.0001113019,0.0001606669,0.000263069,0.0007500317,0.0001029359,0.0003919553,0.0005273952,0.0006496732,0.0000189828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642234,"about_ca_system_score_gemma":0.0002123749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002559,"about_ca_topic_score_gemma":0.000479938,"domain_scores_codex":[0.9983165,0.0002451369,0.0002901675,0.0002536039,0.0003012252,0.0005933581],"domain_scores_gemma":[0.9987651,0.00009071356,0.00006138239,0.0004535562,0.000165091,0.0004642274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009603518,0.001142921,0.1983854,0.01081374,0.001365972,0.0000134045,0.07285518,0.00002379064,0.03028548,0.01414719,0.6638036,0.007067315],"study_design_scores_gemma":[0.005306464,0.003002771,0.315834,0.005746961,0.0002066026,0.00001989043,0.1824393,0.005141111,0.01213022,0.0008553905,0.468264,0.001053221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436433,0.0009996586,0.001177096,0.04159962,0.00007588603,0.0004904837,0.00002015222,0.0001332286,0.01186061],"genre_scores_gemma":[0.942066,0.001528437,0.0008343317,0.003095288,0.00008658131,0.00004933348,0.00003935268,0.00001881395,0.05228189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955395,"threshold_uncertainty_score":0.8964251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329734280563712,"score_gpt":0.3531390248796237,"score_spread":0.3201655968232525,"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."}}