{"id":"W2811020012","doi":"10.1111/dar.12831","title":"Health risk and health seeking behaviours among people who inject performance and image enhancing drugs who access needle syringe programs in Australia","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Health and Medical Research Council; Academy of Natural Sciences of Drexel University; Public Health England; Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Syringe; Harm reduction; Medicine; Population; Environmental health; Logistic regression; Human immunodeficiency virus (HIV); Family medicine; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002653375,0.0003840193,0.001365089,0.000188592,0.0003522808,0.000152739,0.0001537348,0.00007519595,0.00001838001],"category_scores_gemma":[0.000071624,0.000327218,0.00005881402,0.0006355377,0.0002582917,0.0005708327,0.0002138314,0.0005866794,0.000007773137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262775,"about_ca_system_score_gemma":0.0001683149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037756,"about_ca_topic_score_gemma":0.005904834,"domain_scores_codex":[0.997131,0.0002462766,0.0008207915,0.0006866793,0.0003344692,0.0007807801],"domain_scores_gemma":[0.9984383,0.00005945992,0.0004540244,0.0004009383,0.00009099733,0.000556302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001402236,0.00006577555,0.7171167,0.00899194,0.00001600327,0.000005629415,0.02155363,8.509685e-8,0.000006689714,0.000004391419,0.0009984159,0.2512267],"study_design_scores_gemma":[0.001614108,0.0007141653,0.9471853,0.04286251,0.0001536207,0.0001009984,0.004695974,0.0003583366,0.00008712045,0.00001291851,0.001725709,0.0004892024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499027,0.04604468,0.00001762199,0.001768509,0.00007747722,0.001943778,0.00001502993,0.00007001506,0.0001602099],"genre_scores_gemma":[0.8377796,0.1604395,0.0002496034,0.0008935491,0.0001371289,0.00007336043,0.00003311342,0.00004462553,0.0003495871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507375,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08369270870957672,"score_gpt":0.4059633212265968,"score_spread":0.32227061251702,"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."}}