{"id":"W2013777543","doi":"10.1503/cmaj.1080083","title":"Methamphetamine strategy requires evaluation","year":2008,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Methamphetamine; Computer science; Pillar; Data science; Computer security; Medicine; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003454211,0.0004423445,0.0006923461,0.0004879571,0.00750143,0.003272018,0.00177964,0.03232219,0.01489053],"category_scores_gemma":[0.02247304,0.0003633912,0.0006933408,0.0004459237,0.003940517,0.005100929,0.002402595,0.03730591,0.004347046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0106476,"about_ca_system_score_gemma":0.02229805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0391669,"about_ca_topic_score_gemma":0.123715,"domain_scores_codex":[0.9967603,0.0007212351,0.0003609398,0.0002452284,0.001127301,0.0007849439],"domain_scores_gemma":[0.9848328,0.004813239,0.0005512761,0.0004226446,0.004519767,0.004860302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001077533,0.0000399731,0.0004754936,0.00006350668,0.000003248859,0.002821382,0.0002999144,0.00002157091,0.00008398775,0.003789739,0.9798809,0.01250945],"study_design_scores_gemma":[0.00001900519,0.00003961664,0.001124783,0.0006783562,0.000009308287,0.005050546,0.001630892,0.0001200967,0.00007788503,0.005628694,0.9855898,0.00003108873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003129959,0.001464083,0.0000593022,0.9896213,0.004334496,0.00000991264,0.00001533731,0.00001107141,0.004171564],"genre_scores_gemma":[0.006215822,0.002119625,0.0002829708,0.9730483,0.00790047,0.00002025767,0.00002884362,0.00001856822,0.01036512],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0391669,"threshold_uncertainty_score":0.07787782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371089769238251,"score_gpt":0.3506001266971752,"score_spread":0.2868892290047927,"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."}}