{"id":"W3091931248","doi":"10.1093/epirev/mxaa008","title":"Prevalence and Correlates of Providing and Receiving Assistance With the Transition to Injection Drug Use","year":2020,"lang":"en","type":"review","venue":"Epidemiologic Reviews","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; National Institutes of Health; National Institute on Drug Abuse; Drexel University; San Diego State University; University of California, San Diego; University of Toronto; National Institute of Allergy and Infectious Diseases; Johns Hopkins University; School of Medicine, University of California, San Diego; University of Wisconsin-Madison","keywords":"Medicine; Psychosocial; Injection drug use; Psychological intervention; Public health; Environmental health; Epidemiology; Drug; Gerontology; Drug injection; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004499974,0.0004828265,0.003519672,0.00008762175,0.0001104474,0.0000234441,0.0001562788,0.0002128715,0.000008853755],"category_scores_gemma":[0.008579961,0.0002282458,0.000210382,0.0005106447,0.0001810452,0.0001422133,0.0000673985,0.0007767417,0.00001554746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008984569,"about_ca_system_score_gemma":0.00008693115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002631244,"about_ca_topic_score_gemma":0.00001765762,"domain_scores_codex":[0.9950768,0.002409155,0.001319788,0.0007638008,0.0001673632,0.0002630359],"domain_scores_gemma":[0.9950916,0.003009965,0.001156102,0.0004843596,0.00006954945,0.0001884552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003773746,0.00001636714,0.002178602,0.06082351,0.00006741325,0.00000782756,0.001835449,0.000002918461,0.000002195105,0.00003586744,0.0030813,0.9319108],"study_design_scores_gemma":[0.0001206777,0.000467795,0.001226543,0.08248748,0.001721909,0.0002324059,0.0002295665,0.00004181594,4.730674e-7,0.0000222635,0.9131822,0.000266864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000544665,0.9921107,0.001053518,0.001383219,0.00006954077,0.004677684,0.00001994751,0.00004643652,0.00009430155],"genre_scores_gemma":[0.0001883883,0.9952406,0.003085892,0.0005480204,0.0001200217,0.0003594946,0.00002094823,0.0000370123,0.0003995978],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.931644,"threshold_uncertainty_score":0.9997712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601937330733035,"score_gpt":0.3964784951343903,"score_spread":0.2362847620610867,"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."}}