{"id":"W2015212447","doi":"10.1136/sti.2010.046037","title":"Emergent properties and structural patterns in sexually transmitted infection and HIV research","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Context (archaeology); Population; Consilience; Human immunodeficiency virus (HIV); Public health; Transmission (telecommunications); Sexually transmitted disease; Medicine; Biology; Immunology; Epistemology; Environmental health; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004522395,0.0001884721,0.0004016351,0.002524112,0.001153221,0.002341576,0.0005333552,0.0007642232,0.001682005],"category_scores_gemma":[0.01484562,0.0001788599,0.0002913956,0.001871222,0.005046923,0.003527484,0.001684177,0.001059229,0.00007164117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890086,"about_ca_system_score_gemma":0.001360498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896277,"about_ca_topic_score_gemma":0.002260317,"domain_scores_codex":[0.9980077,0.00139566,0.00007325824,0.000204607,0.0002084524,0.0001102925],"domain_scores_gemma":[0.9802266,0.01701121,0.001201873,0.0005670565,0.0005840325,0.0004092369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009615129,0.0001673057,0.1125934,0.001199648,0.0001895027,0.0006774276,0.01720737,0.01044646,0.001070687,0.7368255,0.002415528,0.117111],"study_design_scores_gemma":[0.00001393565,0.00008513939,0.04128977,0.0003016341,0.00004219391,0.00036187,0.00765571,0.01469134,0.0002589361,0.9286058,0.006671073,0.00002261033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436484,0.03337543,0.05872582,0.02647614,0.0002498954,0.0001558686,0.0002999069,0.00007048824,0.03699794],"genre_scores_gemma":[0.9868571,0.005587538,0.006423365,0.0003296479,0.0001415592,0.00007941151,0.0000636958,0.000004921581,0.0005127674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004522395,"threshold_uncertainty_score":0.02391702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121181623851012,"score_gpt":0.4150943448139867,"score_spread":0.3029761824288855,"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."}}