{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001665976,0.00026506,0.0002851719,0.0001703807,0.0001077544,0.00003436987,0.0001883894,0.000721098,0.000979121],"category_scores_gemma":[0.0001169108,0.0001786104,0.0001236416,0.0001985079,0.00003912935,0.00006567668,0.00005053476,0.002199829,0.008383465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144039,"about_ca_system_score_gemma":0.00006287923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005113086,"about_ca_topic_score_gemma":0.000028253,"domain_scores_codex":[0.99823,0.00007537407,0.000267867,0.0004002459,0.0006549504,0.0003715555],"domain_scores_gemma":[0.9988732,0.0001101146,0.00009284826,0.0007392353,0.00009764076,0.00008698363],"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":[0.00001993934,0.00001528611,0.00001384462,0.0000178171,0.00007374748,0.00006518109,0.0005077409,0.000004290099,0.00005864621,6.271106e-7,0.9767726,0.0224503],"study_design_scores_gemma":[0.0002545182,0.0001415189,0.0002632015,0.0001022429,0.000239953,0.00004077419,0.00005160382,0.00002265423,0.00008348356,0.000002496116,0.9986234,0.000174179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00012047,0.0001182093,0.0001936774,0.9733437,0.01387427,0.0006319544,0.0000781839,0.0001961131,0.01144341],"genre_scores_gemma":[0.0002059705,0.00001709083,0.000119884,0.5977181,0.3651225,0.00007941676,0.0004305184,0.00005877831,0.03624771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3756256,"threshold_uncertainty_score":0.9999341,"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."}}