{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004949716,0.0002830793,0.0002808237,0.004688097,0.003071752,0.002837689,0.00109476,0.000338425,0.003784659],"category_scores_gemma":[0.00207126,0.0002520117,0.0002815647,0.009962817,0.001502636,0.0009911271,0.0008743057,0.0004191727,0.0001444289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05610744,"about_ca_system_score_gemma":0.05239499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960703,"about_ca_topic_score_gemma":0.9964525,"domain_scores_codex":[0.999653,0.00008166869,0.00001916529,0.00004662056,0.00008579514,0.0001137758],"domain_scores_gemma":[0.9992312,0.0001731186,0.00009315047,0.00001912887,0.0003672295,0.0001161998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419784,0.00007323038,0.3957482,0.001087288,0.0002805339,0.003883281,0.04538142,0.05264046,0.002022572,0.3608911,0.02724814,0.1106017],"study_design_scores_gemma":[0.00004084161,0.00005946155,0.6629142,0.001204291,0.0003585102,0.001323625,0.06548832,0.04890668,0.0004518369,0.03982185,0.1793039,0.0001266019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6800731,0.03927727,0.01746459,0.02966495,0.0002385768,0.0004576852,0.01798632,0.000195922,0.2146416],"genre_scores_gemma":[0.9644234,0.01815808,0.005432554,0.0003347101,0.00002686635,0.00007415237,0.00140306,0.000017579,0.01012952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05610744,"threshold_uncertainty_score":0.4070899,"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."}}