{"id":"W4390970786","doi":"10.1371/journal.pgph.0002784","title":"Prevalence and health consequences of nonmedical use of tramadol in Africa: A systematic scoping review","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tramadol; Medicine; Scopus; Methadone; Grey literature; Meta-analysis; MEDLINE; Environmental health; Systematic review; Family medicine; Psychiatry; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002880311,0.0001622758,0.0009351862,0.0000990051,0.00004789521,0.00002608149,0.0001924678,0.00007407382,0.00007648527],"category_scores_gemma":[0.0003179412,0.0001336363,0.00006294779,0.0004727595,0.0003008686,0.0003146324,0.00006642922,0.0001962455,0.000008313055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853101,"about_ca_system_score_gemma":0.001746364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001831938,"about_ca_topic_score_gemma":0.0000137891,"domain_scores_codex":[0.9964487,0.001217916,0.001194064,0.0003428785,0.0003263222,0.0004701386],"domain_scores_gemma":[0.9988075,0.0003331782,0.0003143896,0.0002087998,0.00004126762,0.0002948086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002590635,0.000274439,0.004444663,0.9910337,0.00005418052,0.0002220419,0.0006221852,2.820967e-7,0.0000532468,0.001784523,0.0007328564,0.0007519209],"study_design_scores_gemma":[0.0004024101,0.002826058,0.008791211,0.9837239,0.0000616663,0.002643623,0.0001390351,0.0008262145,0.000004070786,0.0001607755,0.0001894801,0.0002315657],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258299,0.4258988,0.0000957888,0.04340898,0.0001715188,0.00420273,0.0001255562,0.0001280708,0.0001385915],"genre_scores_gemma":[0.9686608,0.02891173,0.0003275332,0.001959361,0.00001708278,0.0001028582,0.000003528723,0.00000870463,0.000008406431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428309,"threshold_uncertainty_score":0.5449532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.326978131932236,"score_gpt":0.4391847809072217,"score_spread":0.1122066489749858,"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."}}