{"id":"W2318901268","doi":"10.1136/sti.2010.044289","title":"A network view of the transmission of sexually transmitted infections in Manitoba, Canada","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Interdependence; Transmission (telecommunications); Affect (linguistics); Relation (database); Sexual behavior; Focus (optics); Epidemiology; Sexually transmitted disease; Medicine; Computer science; Data science; Demography; Telecommunications; Psychology; Sociology; Data mining; Pathology; Virology; Human immunodeficiency virus (HIV); Clinical psychology; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00113432,0.0004546319,0.0008316418,0.000276941,0.001246715,0.00000627996,0.0004709243,0.0005219484,0.0005451354],"category_scores_gemma":[0.000182321,0.0003386921,0.0001894297,0.002565327,0.0003781922,0.000196855,0.00005076706,0.00318322,0.00001038789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178945,"about_ca_system_score_gemma":0.004354761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2839809,"about_ca_topic_score_gemma":0.8942429,"domain_scores_codex":[0.9946625,0.001174685,0.001877082,0.0006663133,0.0006150001,0.001004417],"domain_scores_gemma":[0.9968497,0.0008566699,0.0005495671,0.0009267759,0.0005407442,0.0002765776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002739346,0.004540366,0.9082916,0.003577753,0.0002885497,0.000008608241,0.01212611,0.002347397,0.03650966,0.006844929,0.005008603,0.02018248],"study_design_scores_gemma":[0.003395754,0.0005854698,0.8650764,0.001074108,0.0001956078,0.00003764302,0.00377697,0.000264968,0.0006933094,0.002665129,0.1215275,0.0007071871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801108,0.000301196,0.004628284,0.00368758,0.004318129,0.002964707,0.0001273658,0.0001401397,0.003721825],"genre_scores_gemma":[0.9970484,0.0001378552,0.0002898489,0.0009473683,0.0004906528,0.0002209603,0.00003639648,0.00007590392,0.0007526227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102619,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03552535675395242,"score_gpt":0.3267712952909594,"score_spread":0.291245938537007,"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."}}