{"id":"W2129892881","doi":"10.1086/427661","title":"Identification of Networks of Sexually Transmitted Infection: A Molecular, Geographic, and Social Network Analysis","year":2005,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada; University of Manitoba; Manitoba Health","funders":"","keywords":"Chlamydia trachomatis; Cluster (spacecraft); Epidemiology; Chlamydia; Biology; DECIPHER; Genotype; Transmission (telecommunications); Molecular epidemiology; Demography; Geography; Genetics; Medicine; Immunology; Computer science; Pathology; Telecommunications","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":[0.0009781212,0.0001225928,0.0003973254,0.0004757852,0.0002262207,0.00001406661,0.0001358122,0.0001094768,0.00008945783],"category_scores_gemma":[0.0001273298,0.00009092462,0.0003171563,0.001092631,0.000499515,0.0001591808,0.00003047224,0.0003275646,0.000002247494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002568,"about_ca_system_score_gemma":0.00006907746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080806,"about_ca_topic_score_gemma":0.0000689652,"domain_scores_codex":[0.9982261,0.0006727885,0.0006883059,0.00012077,0.0001037998,0.0001882351],"domain_scores_gemma":[0.9980628,0.0003090651,0.0007571829,0.0002097641,0.0006373116,0.00002391443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007594288,0.001192336,0.7532071,0.00007087748,0.009230807,0.000002155059,0.0007517067,0.1045387,0.1144791,0.0006408102,0.0003231161,0.01480387],"study_design_scores_gemma":[0.000991915,0.0004202061,0.9870982,0.00001643244,0.003232435,0.0001479708,0.00008090116,0.000169328,0.006879863,0.0005635023,0.0002842179,0.0001150544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797765,0.005595341,0.01402343,0.0002031966,0.0001587489,0.0001603997,0.00001150821,0.00001625535,0.00005459765],"genre_scores_gemma":[0.9989446,0.0008420061,0.000006872092,0.00002371244,0.000132944,0.000004869213,0.000008455337,0.00001001279,0.00002656376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2338911,"threshold_uncertainty_score":0.3707798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006329780310916583,"score_gpt":0.2654077444528077,"score_spread":0.2590779641418911,"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."}}