{"id":"W7040983658","doi":"","title":"Preface","year":2012,"lang":"en","type":"book-chapter","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterborne diseases; Outbreak; Population; Public health; Water quality; Developing country; World population; Pillar","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117343,0.0008280066,0.0005832551,0.001464372,0.002496134,0.00339507,0.001368719,0.001475519,0.5790357],"category_scores_gemma":[0.005428956,0.0002630404,0.0005173387,0.001229938,0.0006769145,0.0031359,0.002521301,0.002387582,0.387333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532111,"about_ca_system_score_gemma":0.002450399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969073,"about_ca_topic_score_gemma":0.003206578,"domain_scores_codex":[0.9991896,0.0001044742,0.00005893728,0.0001762915,0.0003684241,0.0001023302],"domain_scores_gemma":[0.9975814,0.0003005206,0.00008828274,0.0002581539,0.001283865,0.0004877968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000401883,0.00002311911,0.0002130573,0.0001245547,0.000002530757,0.00009109604,0.000142855,0.00004740938,0.0001925398,0.007514525,0.9388214,0.05278671],"study_design_scores_gemma":[0.000002694574,0.00001116221,0.0002370034,0.00005954803,8.813117e-7,0.0000633306,0.00007960158,0.00001649772,0.00005215333,0.001027912,0.9984468,0.000002468011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001948654,0.005279072,0.003848585,0.01677408,0.08657059,0.0004632577,0.008529135,0.001160956,0.8754257],"genre_scores_gemma":[0.007660055,0.003273181,0.001843046,0.004453583,0.009344494,0.0002214374,0.007444278,0.0005516438,0.9652083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5790357,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604086949368123,"score_gpt":0.2235900084469906,"score_spread":0.2075491389533094,"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."}}