{"id":"W3035136694","doi":"10.1017/s0950268820001260","title":"Numerous outbreaks amongst homeless and injection drug-using populations raise concerns of an evolving syndemic in London, Canada","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Middlesex London Health Unit","funders":"","keywords":"Syndemic; Outbreak; Public health; Medicine; Environmental health; Hepatitis A; Hepatitis C; Human immunodeficiency virus (HIV); Hepatitis; Virology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0005970983,0.000135941,0.000546332,0.0001140035,0.0001055467,0.000003496312,0.00002417164,0.0001615906,0.0000175603],"category_scores_gemma":[0.00166991,0.0001338396,0.00002321365,0.0002356446,0.0001214381,0.0002198264,0.00002938582,0.0003380162,6.490318e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400436,"about_ca_system_score_gemma":0.0001429582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5487015,"about_ca_topic_score_gemma":0.4030398,"domain_scores_codex":[0.9985008,0.0004121152,0.0005072911,0.0003049711,0.00006242135,0.0002123911],"domain_scores_gemma":[0.9991212,0.0003081366,0.0002221889,0.0001126016,0.00006337895,0.0001725246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007405486,0.00002559784,0.9894844,0.00009376722,0.00001860284,0.000006275622,0.001585036,0.001864591,0.0009413942,0.000118,0.000241069,0.005547167],"study_design_scores_gemma":[0.0009169343,0.0002652766,0.9434475,0.00008911426,0.00007457532,0.0001163263,0.00124547,0.05309633,0.0001887164,0.0002858997,0.0001409235,0.0001329744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967002,0.000620802,0.001192961,0.0008278948,0.0002334122,0.0002442845,0.000009762668,0.0000384144,0.0001323063],"genre_scores_gemma":[0.998823,0.0001576145,0.000226046,0.0005565045,0.0001573729,0.000007559217,0.00004277893,0.00001460211,0.00001448031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456617,"threshold_uncertainty_score":0.6078531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08699295993766143,"score_gpt":0.3647129591557213,"score_spread":0.2777199992180598,"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."}}