{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004026109,0.0004613924,0.0005600253,0.0004682942,0.0004485193,0.00005179317,0.0004550365,0.000217654,0.002113106],"category_scores_gemma":[0.0004164208,0.0004762932,0.0001238245,0.0008621953,0.00006071299,0.0005776771,0.0001205544,0.0005318347,0.0001423242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008263672,"about_ca_system_score_gemma":0.001696444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886175,"about_ca_topic_score_gemma":0.9953666,"domain_scores_codex":[0.9967039,0.0001605786,0.001107893,0.0008580476,0.0004820969,0.0006874976],"domain_scores_gemma":[0.9971602,0.00010661,0.0002145351,0.001570946,0.0003371529,0.000610543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007820558,0.006373502,0.400047,0.0006750673,0.002573882,0.0002763871,0.01891729,0.002772818,0.008352464,0.0009135691,0.3784169,0.1798991],"study_design_scores_gemma":[0.002987513,0.0009643002,0.8370175,0.0003551437,0.001165436,0.0002865507,0.005018083,0.00470979,0.0003195224,0.00007977964,0.1460529,0.001043449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818708,0.001129542,0.1485967,0.003705265,0.002238473,0.00256012,0.001958321,0.0008024354,0.02030114],"genre_scores_gemma":[0.9815083,0.00004397567,0.009017128,0.001818172,0.0004220201,0.0000584308,0.0009426466,0.0001509034,0.006038432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4369705,"threshold_uncertainty_score":0.9997689,"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."}}