{"id":"W4387362962","doi":"10.1371/journal.pone.0292068","title":"Assessing the associations between known genetic variants and substance use in people with HIV in the United States","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Human Genome Research Institute; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute","keywords":"Cannabis; Genome-wide association study; Medicine; Single-nucleotide polymorphism; Population; Environmental health; Psychiatry; Genetics; Genotype; Biology; Gene","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":[0.001161875,0.0002456333,0.0002620211,0.000603693,0.0005806061,0.0005237242,0.0003339919,0.0004239331,0.001263369],"category_scores_gemma":[0.003192696,0.0001792191,0.0003360896,0.0009395455,0.000312784,0.0002476967,0.0005588303,0.0005013616,0.0001041982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968362,"about_ca_system_score_gemma":0.0003311798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009238095,"about_ca_topic_score_gemma":0.01488589,"domain_scores_codex":[0.9994007,0.0002173241,0.00007497553,0.0001554472,0.00008568853,0.00006586914],"domain_scores_gemma":[0.9984614,0.0005133191,0.0005743994,0.0001172774,0.0001978166,0.0001357623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003361737,0.00001484294,0.9987226,0.000005613917,0.00007057905,0.00002375583,0.00003885491,0.00004039169,0.0001780244,0.00001257534,0.0000390665,0.0008201067],"study_design_scores_gemma":[0.000007638222,0.00006702083,0.9989011,0.00001021366,0.00009030706,0.0001539287,0.0001407994,0.0002780709,0.0001509966,0.00006752118,0.0001296375,0.000002690931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989642,0.0001529465,0.0001771969,0.0000478686,0.000004486197,0.00001116867,0.000405883,0.000003782785,0.0002324788],"genre_scores_gemma":[0.9992107,0.00007606618,0.000318372,0.00004660976,0.000005085576,0.00001125817,0.0002759238,0.000001374349,0.0000545463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009238095,"threshold_uncertainty_score":0.01836866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873783471493547,"score_gpt":0.2797826047020279,"score_spread":0.2210447699870925,"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."}}