{"id":"W2147536791","doi":"10.1111/add.12206","title":"Commentary on de Vos <i>et al</i>. (2013): Can ecological trends in <scp>HIV</scp> or <scp>HCV</scp> incidence be used to assess intervention impact?","year":2013,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Harm reduction; Incidence (geometry); Demography; Population; Transmission (telecommunications); Cohort; Medicine; Hepatitis C; Human immunodeficiency virus (HIV); Environmental health; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02275624,0.002379378,0.00413756,0.002222311,0.006870094,0.006562365,0.01458007,0.081134,0.0195076],"category_scores_gemma":[0.1120221,0.002042181,0.003782515,0.00288038,0.008537652,0.008527075,0.004381311,0.08386336,0.0175976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034597,"about_ca_system_score_gemma":0.01596447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0464607,"about_ca_topic_score_gemma":0.03743601,"domain_scores_codex":[0.9868419,0.004885929,0.001402437,0.001921753,0.003742001,0.001205993],"domain_scores_gemma":[0.9252768,0.05054623,0.00317207,0.001875321,0.01464111,0.004488531],"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":[0.00002210922,0.000005052249,0.00003102132,0.0001363755,0.000009260545,0.00003059647,0.0000634785,0.00001339644,0.00001208496,0.0005824919,0.9977736,0.001320471],"study_design_scores_gemma":[0.000158611,0.00005598891,0.000543979,0.00255155,0.00008704743,0.0002498172,0.0006108775,0.000198287,0.0001756749,0.008043208,0.9872143,0.0001106967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000447166,0.002143844,0.00006934487,0.9384367,0.05847434,0.00002022002,0.0002268459,0.00003525015,0.0005487389],"genre_scores_gemma":[0.0004443035,0.001013783,0.00009341562,0.9680777,0.0290729,0.00005509536,0.00004146693,0.00003083445,0.001170517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.081134,"threshold_uncertainty_score":0.1203479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07030610577191264,"score_gpt":0.3733451115913533,"score_spread":0.3030390058194406,"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."}}