{"id":"W1994060662","doi":"10.1177/009145090903600306","title":"Local Drug Use Epidemiology: Lessons Learned and Implications for Broader Comparisons","year":2009,"lang":"en","type":"article","venue":"Contemporary Drug Problems","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Public health; Public relations; Enforcement; Identification (biology); Epidemiology; Political science; Public administration; Library science; Medicine; Geography; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001144547,0.0003866844,0.001002219,0.0001970762,0.0003186096,0.00004618303,0.0002340184,0.000212063,0.00001338962],"category_scores_gemma":[0.0007933787,0.0003446441,0.0001775553,0.0002788289,0.0003887509,0.0003947742,0.00007863036,0.0005567101,0.00004608266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008091482,"about_ca_system_score_gemma":0.0003176261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002485549,"about_ca_topic_score_gemma":0.0001218694,"domain_scores_codex":[0.9972023,0.0002721596,0.0009078091,0.0008447569,0.0001370995,0.0006358982],"domain_scores_gemma":[0.9967119,0.001369981,0.0003155368,0.0008207768,0.0002226596,0.0005591804],"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":[0.000448258,0.0009877903,0.1348259,0.0003205409,0.0002534036,0.00001157894,0.007994705,0.0002366879,0.002522283,0.02562099,0.756358,0.07041978],"study_design_scores_gemma":[0.009694051,0.0008804189,0.2524479,0.0006524454,0.0003843603,0.0001541844,0.00948518,0.0076451,0.0007730831,0.03290103,0.683672,0.001310257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1935417,0.01756531,0.09024104,0.6763505,0.0003881443,0.008215005,0.0006266136,0.001277451,0.01179416],"genre_scores_gemma":[0.9791608,0.00025346,0.004684376,0.004964602,0.0001293213,0.0002372583,0.0004511138,0.00006179063,0.0100573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.785619,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262856780970144,"score_gpt":0.4203740652820055,"score_spread":0.1575172843118615,"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."}}