{"id":"W2411171025","doi":"10.1111/j.1360-0443.2005.01191.x","title":"Letter to the Editor","year":2005,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Demand reduction; Public economics; Law enforcement; Business; Enforcement; Audit; Psychological intervention; Public health; Economics; Medicine; Political science; Accounting; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001603275,0.001053018,0.0009725124,0.0008223374,0.002056732,0.003730689,0.002306799,0.0130704,0.09132182],"category_scores_gemma":[0.02554721,0.0004808215,0.0008848471,0.0004121723,0.001209716,0.003454367,0.001642701,0.01171721,0.04742195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543348,"about_ca_system_score_gemma":0.002905248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115467,"about_ca_topic_score_gemma":0.001654375,"domain_scores_codex":[0.9983951,0.0003388793,0.0001721853,0.0003343986,0.0005001724,0.000259256],"domain_scores_gemma":[0.9927973,0.002032895,0.0003960172,0.0003016149,0.002844086,0.001628146],"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":[0.00002061588,0.0000107752,0.00009816461,0.00005189405,0.000003895199,0.0008144433,0.0000256322,0.00002112755,0.0000386783,0.000494118,0.9910131,0.007407484],"study_design_scores_gemma":[0.00002096353,0.00002331958,0.0002848698,0.0001895632,0.000006793779,0.002792533,0.0001385811,0.00008687044,0.0001174548,0.001076931,0.9952465,0.00001567536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0006895628,0.005157964,0.0004042178,0.4619037,0.5108885,0.00005328605,0.0002273537,0.0002427483,0.02043269],"genre_scores_gemma":[0.009375928,0.006342869,0.0004972867,0.6131853,0.286979,0.00009018526,0.0002236941,0.0001929803,0.08311272],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9086782,"threshold_uncertainty_score":0.3055019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433229662137592,"score_gpt":0.3005033454224429,"score_spread":0.276171048801067,"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."}}