{"id":"W2260815532","doi":"10.1371/journal.pone.0146915","title":"The Sociospatial Network: Risk and the Role of Place in the Transmission of Infectious Diseases","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Geocoding; Residence; Social connectedness; Respondent; Social network (sociolinguistics); Geography; Demography; Sex work; Transmission (telecommunications); Geographic information system; Men who have sex with men; Sex workers; Environmental health; Medicine; Sociology; Human immunodeficiency virus (HIV); Psychology; Social psychology; Cartography; Computer science; Syphilis; Telecommunications; Population; Social media; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006751737,0.0002413667,0.0002099808,0.002043486,0.00102936,0.001690263,0.0006061884,0.0004319538,0.002901103],"category_scores_gemma":[0.006374962,0.0001536503,0.000255681,0.002255867,0.001499052,0.001647994,0.001796461,0.000393409,0.000173886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158319,"about_ca_system_score_gemma":0.0008116834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05493809,"about_ca_topic_score_gemma":0.05238591,"domain_scores_codex":[0.9992336,0.0004282125,0.00003465699,0.00008291823,0.0001367927,0.00008389117],"domain_scores_gemma":[0.9964929,0.001205421,0.001237946,0.0001742234,0.0003325313,0.0005570078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101906,0.00008836293,0.9605511,0.00008011556,0.0001030231,0.0002676819,0.007265096,0.0005766805,0.0001984396,0.00384768,0.0004702803,0.02644957],"study_design_scores_gemma":[0.00000628567,0.00009714676,0.9749045,0.00009374079,0.00006620558,0.0003598824,0.01637762,0.002367606,0.00008007835,0.002924695,0.002702057,0.00002010256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913454,0.000685969,0.001244345,0.001016052,0.00001570215,0.00002320132,0.0002200073,0.000008319523,0.005440958],"genre_scores_gemma":[0.9990494,0.000286973,0.0003502006,0.00001689617,0.000009556108,0.000007392533,0.00004884538,0.00000179098,0.0002289183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05493809,"threshold_uncertainty_score":0.1092366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847802539514812,"score_gpt":0.258957097583315,"score_spread":0.2404790721881669,"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."}}