{"id":"W4388656139","doi":"10.1186/s12954-023-00902-x","title":"A rapid review of current engagement strategies with people who use drugs in monitoring and reporting on substance use-related harms","year":2023,"lang":"en","type":"review","venue":"Harm Reduction Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Grey literature; Context (archaeology); Medicine; Public health; Health psychology; Public relations; MEDLINE; Nursing; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001490497,0.0004701818,0.002251381,0.0005316411,0.0001209547,0.00012481,0.00008254321,0.0001073032,0.00004099796],"category_scores_gemma":[0.00039495,0.0003290602,0.000326464,0.0008891157,0.00004767936,0.0003907159,0.00002747989,0.001486665,0.000007009511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524198,"about_ca_system_score_gemma":0.0007254357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002654653,"about_ca_topic_score_gemma":4.182781e-7,"domain_scores_codex":[0.9955128,0.0003537218,0.002686424,0.0004747781,0.0006470149,0.0003252618],"domain_scores_gemma":[0.9951685,0.0001225553,0.003901017,0.0003684932,0.0002651024,0.0001743326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001122135,0.0005764845,0.0006564885,0.2266904,0.001223358,0.0002808394,0.01351792,0.00001649871,0.000007450284,0.00006501798,0.0008047144,0.7560486],"study_design_scores_gemma":[0.001157725,0.0003825747,0.002326919,0.8939468,0.002528732,0.00197151,0.007196755,0.000002424143,0.00001719966,0.00001477424,0.09007594,0.0003786972],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03072148,0.9666578,0.00000319376,0.0001098667,0.0009215522,0.001503184,0.000009197776,0.00004816641,0.00002561755],"genre_scores_gemma":[0.0004411016,0.9985791,0.0002332972,0.000002971964,0.0002273334,0.0001328865,0.00004851225,0.0000906351,0.0002441234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.75567,"threshold_uncertainty_score":0.9999161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852765348095477,"score_gpt":0.4036422717105159,"score_spread":0.2183657369009681,"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."}}