{"id":"W2104516368","doi":"10.1139/w2012-039","title":"Nonutility of routine testing of stool for ova and parasites in a tertiary care Canadian centre","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Entamoeba histolytica; Giardia lamblia; Metronidazole; Immunoassay; Medicine; Giardia; Feces; Internal medicine; Pathogen; Entamoeba; Cryptosporidium; Biology; Gastroenterology; Microbiology; Veterinary medicine; Immunology; Antibiotics; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00146395,0.0005163801,0.0004263905,0.001423853,0.003928512,0.002116803,0.00234924,0.0009555785,0.006459455],"category_scores_gemma":[0.01084731,0.0004684419,0.0004480524,0.003369143,0.001459076,0.000566608,0.001694247,0.0009215306,0.0004323785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04568178,"about_ca_system_score_gemma":0.06129953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9459278,"about_ca_topic_score_gemma":0.9686977,"domain_scores_codex":[0.9952803,0.0004861405,0.0002980053,0.0005006354,0.001897212,0.00153779],"domain_scores_gemma":[0.9785295,0.002011986,0.005126709,0.0005358724,0.006368966,0.007426999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003741505,0.0001911462,0.9484074,0.0005785961,0.00008759044,0.00340613,0.002109688,0.0003416241,0.001643987,0.0002134187,0.007690712,0.03495559],"study_design_scores_gemma":[0.00003908687,0.0003201154,0.988992,0.0002874949,0.00005894275,0.002068519,0.004107963,0.000603047,0.0003321656,0.00004618605,0.003093896,0.00005058622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982936,0.001817293,0.0002285087,0.00345767,0.00007885813,0.0002283688,0.001314483,0.00009939193,0.009839414],"genre_scores_gemma":[0.9971184,0.0006615898,0.0005608281,0.0008228265,0.00003357422,0.00001993871,0.0003007655,0.00001019122,0.0004719788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0540722,"threshold_uncertainty_score":0.3314461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250860856290141,"score_gpt":0.2869304156298126,"score_spread":0.2618443300007985,"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."}}