{"id":"W2742111340","doi":"10.1186/s12954-017-0179-5","title":"An overview of forensic drug testing methods and their suitability for harm reduction point-of-care services","year":2017,"lang":"en","type":"review","venue":"Harm Reduction Journal","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":343,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Lethbridge","funders":"","keywords":"Harm reduction; Context (archaeology); Workgroup; Health care; Internet privacy; European union; Business; Medicine; Computer science; Nursing; Political science; Public health; Law","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":[0.004787439,0.001163635,0.001307711,0.009147814,0.0006271035,0.002316987,0.001519664,0.002242511,0.006046223],"category_scores_gemma":[0.00774314,0.0007274571,0.001806256,0.005248435,0.0009808331,0.003355009,0.001034435,0.001780406,0.002822499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572929,"about_ca_system_score_gemma":0.002366668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126504,"about_ca_topic_score_gemma":0.004685204,"domain_scores_codex":[0.9956719,0.00123967,0.001018911,0.0005072884,0.001412159,0.0001500951],"domain_scores_gemma":[0.9895514,0.007409018,0.0009791476,0.0001731094,0.00177177,0.0001155535],"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":[0.00008503548,0.00009771035,0.0008244897,0.04690677,0.0001260767,0.0002224018,0.0002254464,0.0002452101,0.001621311,0.004352005,0.01144946,0.933844],"study_design_scores_gemma":[0.00002277553,0.0003847101,0.00482492,0.04067491,0.0004308808,0.003951847,0.0004273684,0.0003071839,0.003236902,0.00469965,0.9409342,0.0001046539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003797365,0.9936505,0.001455637,0.0008286127,0.0001609407,0.00006811807,0.000145969,0.00002601185,0.00328455],"genre_scores_gemma":[0.002121014,0.9925779,0.003751832,0.0004854694,0.0001501964,0.0000870473,0.0001493561,0.00001084954,0.0006663244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009147814,"threshold_uncertainty_score":0.02531874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3247514956731994,"score_gpt":0.5454542964426741,"score_spread":0.2207028007694747,"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."}}