{"id":"W2530908732","doi":"10.1111/add.13597","title":"Improving the effectiveness and delivery of pre‐exposure prophylaxis (PrEP) to people who inject drugs","year":2016,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Pre-exposure prophylaxis; Medicine; Human immunodeficiency virus (HIV); Intensive care medicine; Family medicine; Men who have sex with men","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006038497,0.0001901362,0.0003813575,0.0002671468,0.0001233367,0.00003028368,0.0001287069,0.0003189506,0.0001781969],"category_scores_gemma":[0.0004438427,0.0001134209,0.0001986151,0.0002336346,0.00008704187,0.0001191919,0.0001252318,0.0007854751,0.00003666164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210536,"about_ca_system_score_gemma":0.0001323438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145909,"about_ca_topic_score_gemma":0.00005877119,"domain_scores_codex":[0.9982297,0.0003993679,0.0002756809,0.0003622459,0.0004395017,0.000293492],"domain_scores_gemma":[0.9986053,0.0004306947,0.0001215451,0.0004479222,0.0003124463,0.00008212016],"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":[0.0006352168,0.00004283049,0.002608709,0.001509126,0.000336337,0.0000159991,0.000812511,4.463153e-7,0.01233456,0.000005224953,0.6942461,0.2874529],"study_design_scores_gemma":[0.005072571,0.04916973,0.2745001,0.0144623,0.0009577262,0.0002475489,0.0004659811,0.0003716172,0.03215529,0.0001445568,0.6214843,0.0009681811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207407,0.001576055,0.003207581,0.06562597,0.0004082766,0.004522377,0.000519982,0.0001272619,0.003271804],"genre_scores_gemma":[0.9652606,0.0002179082,0.00007370566,0.01177022,0.002878935,0.0006979794,0.0001821767,0.00008885979,0.01882967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2864847,"threshold_uncertainty_score":0.4625169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006896219976789686,"score_gpt":0.2571444175836083,"score_spread":0.2502481976068187,"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."}}