{"id":"W2325056158","doi":"10.1136/sextrans-2011-050108.156","title":"P1-S4.12 Using neighbourhood-level population data to guide gonorrhoea intervention, MontrÉal, QuÉbec, Canada, 2002−2009","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sante Montreal; Public Health Agency of Canada","funders":"","keywords":"Demography; Medicine; Population; Incidence (geometry); Rate ratio; Ethnic group; Neighbourhood (mathematics); Environmental health; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550571,0.000987069,0.000613357,0.003603798,0.001447922,0.001370174,0.002257584,0.0004908127,0.05249119],"category_scores_gemma":[0.0103189,0.0007642133,0.0009413527,0.005960645,0.0003054759,0.0004918822,0.000995441,0.0007398528,0.01001121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01701014,"about_ca_system_score_gemma":0.04963822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925154,"about_ca_topic_score_gemma":0.9945642,"domain_scores_codex":[0.9990638,0.0002021263,0.00007544349,0.0001355056,0.0003613188,0.0001618214],"domain_scores_gemma":[0.9958271,0.0003922596,0.0001871688,0.0001558852,0.002989125,0.0004483352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000129705,0.0001140634,0.07647233,0.0009404515,0.0001061927,0.0001664099,0.0004719556,0.003078073,0.000324234,0.001001165,0.7996972,0.1174981],"study_design_scores_gemma":[0.0002801739,0.0001008249,0.6332551,0.001234711,0.0001075864,0.00007056214,0.001125047,0.01018131,0.0004263798,0.0005130353,0.3526068,0.00009852106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01765417,0.001713939,0.01139825,0.002478394,0.0005086042,0.003436786,0.9109752,0.002670553,0.04916423],"genre_scores_gemma":[0.1571956,0.004067473,0.09752062,0.001388558,0.0002251084,0.009358512,0.5836258,0.001567233,0.145051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05249119,"threshold_uncertainty_score":0.1756005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09937197892639245,"score_gpt":0.3295453697985732,"score_spread":0.2301733908721807,"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."}}