{"id":"W7162029008","doi":"10.82308/24206","title":"Predicting fatal drug poisoning (overdose) among people living with HIV-HCV co-infection","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Drug; Logistic regression; Public health; Cohort study; Drug overdose; Odds ratio; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058586,0.0003649051,0.0002902522,0.001170386,0.000516757,0.0006616281,0.0004015344,0.0003908443,0.001207919],"category_scores_gemma":[0.004823982,0.0001636008,0.0006110994,0.0009049722,0.0001810718,0.0002505888,0.0004483615,0.0006783828,0.0002043767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000960105,"about_ca_system_score_gemma":0.001458163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.151855,"about_ca_topic_score_gemma":0.2210171,"domain_scores_codex":[0.9996415,0.00008377093,0.00003729343,0.00005732022,0.0001102132,0.00006978408],"domain_scores_gemma":[0.9980976,0.0005521422,0.0006688941,0.00006812726,0.000362439,0.0002507738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004167474,0.00001467617,0.9979563,0.000008373995,0.00001745254,0.000009734286,0.00002493739,0.000210121,0.00001803899,0.000009300106,0.0001053752,0.001583889],"study_design_scores_gemma":[0.000005451235,0.00007721394,0.9931749,0.00003224775,0.00005141581,0.00007697102,0.0002152165,0.006020848,0.00008293649,0.00006603904,0.0001912236,0.000005527456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978117,0.0002177077,0.0002527521,0.000123101,0.000006110436,0.00002476304,0.001034611,0.000009463054,0.000519839],"genre_scores_gemma":[0.9984792,0.0001310269,0.000519743,0.00001337652,0.000005074854,0.000007999468,0.0007235683,0.00000121331,0.0001186403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151855,"threshold_uncertainty_score":0.3019423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211495039375112,"score_gpt":0.3039418311026189,"score_spread":0.2918268807088678,"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."}}