{"id":"W2201095695","doi":"","title":"Informing Giardia surveillance and giardiasis prevention in a FoodNet Canada sentinel site through an investigation of local surface waters and risk factors associated with domestic and foreign travel","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Giardia; Giardia lamblia; Geography; Environmental health; Biology; Veterinary medicine; Medicine; Microbiology","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":[0.0005780868,0.0001545018,0.0001171501,0.0003927098,0.001696964,0.0009253757,0.0003509204,0.0002615409,0.002458],"category_scores_gemma":[0.001568794,0.0001115192,0.0001320417,0.0007169573,0.00049264,0.0002238786,0.0004792602,0.0003861464,0.0002148732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013311,"about_ca_system_score_gemma":0.03813997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9555374,"about_ca_topic_score_gemma":0.9874933,"domain_scores_codex":[0.9996792,0.00005477925,0.00000701759,0.00004089413,0.0001132299,0.0001049316],"domain_scores_gemma":[0.9993927,0.00007154151,0.00006683751,0.000009961662,0.0002594487,0.0001993868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001491843,0.0005642133,0.7932481,0.0003626471,0.00003983827,0.0006298982,0.02907691,0.0005430169,0.007145325,0.001050362,0.01393048,0.15326],"study_design_scores_gemma":[0.00001284215,0.0002554304,0.9419022,0.0001698934,0.00003575237,0.0001371657,0.03433061,0.0007123317,0.001278544,0.0001830423,0.02096185,0.00002035996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802315,0.0004611136,0.0005444003,0.003022425,0.00002131917,0.0003442962,0.0006599782,0.00001479442,0.0147003],"genre_scores_gemma":[0.9701341,0.002377875,0.005055454,0.0006471814,0.00001061416,0.0001355725,0.0006344942,0.000007023452,0.02099771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04446262,"threshold_uncertainty_score":0.08944887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311471423328661,"score_gpt":0.2189483185459733,"score_spread":0.2058336043126867,"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."}}