{"id":"W2027074474","doi":"10.1111/j.1360-0443.2011.03708.x","title":"Commentary on Thorne <i>et al</i>. (2012): HIV prevention and treatment in female injection drug users – a work in progress","year":2011,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Transmission (telecommunications); Pregnancy; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Demography; Sociology","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":[0.01078046,0.002222986,0.003775971,0.002053681,0.007420572,0.007329162,0.009215725,0.05965443,0.01141242],"category_scores_gemma":[0.04834935,0.001806045,0.002882512,0.002172368,0.006957764,0.008052387,0.003982111,0.07623418,0.00982419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007283601,"about_ca_system_score_gemma":0.01306244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02715969,"about_ca_topic_score_gemma":0.04022503,"domain_scores_codex":[0.9911128,0.003039639,0.001089794,0.001250084,0.00261782,0.0008898941],"domain_scores_gemma":[0.9653744,0.01940073,0.002163481,0.0008436838,0.007641332,0.004576412],"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":[0.00001830149,0.000007171522,0.00005897617,0.00008163478,0.00000675036,0.00005383517,0.00007233441,0.000006452004,0.00001258607,0.0001739794,0.9982388,0.001269142],"study_design_scores_gemma":[0.000105012,0.0000635671,0.0009427065,0.001871297,0.00006169519,0.0004203779,0.001044401,0.0001571684,0.0001518048,0.002332235,0.9927323,0.0001175045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008986448,0.002797265,0.00004982264,0.8708404,0.1253582,0.00002667651,0.0001496457,0.00003786928,0.0006503072],"genre_scores_gemma":[0.0004836624,0.001290347,0.00005251279,0.941277,0.05521116,0.00004468415,0.00002636463,0.00002421284,0.001589975],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05965443,"threshold_uncertainty_score":0.05701327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382104771750557,"score_gpt":0.3144118568197096,"score_spread":0.2805908091022041,"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."}}