{"id":"W2131354991","doi":"10.1177/0049475515583793","title":"Microhaematuria as a diagnostic marker of <i>Schistosoma haematobium</i> in an outpatient clinical setting: results from a cross-sectional study in rural Ghana","year":2015,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Schistosoma haematobium; Outpatient clinic; Cross-sectional study; Asymptomatic; Schistosomiasis; Multivariate analysis; Helminthiasis; Genitourinary system; Internal medicine; Immunology; Pathology; Helminths","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166476,0.0001935199,0.0005106305,0.0001326441,0.0000434601,0.00002831054,0.0002520403,0.0003199854,0.0002714736],"category_scores_gemma":[0.002260544,0.0001691057,0.0001273005,0.0001412409,0.0002011026,0.0001516113,0.0001111042,0.0006710883,0.000491297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170929,"about_ca_system_score_gemma":0.0001148693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402606,"about_ca_topic_score_gemma":0.003331478,"domain_scores_codex":[0.9970974,0.0007514258,0.001306252,0.0004356983,0.00008802396,0.0003211381],"domain_scores_gemma":[0.997687,0.001514194,0.0002356112,0.0003609907,0.0001129637,0.00008924159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004552316,0.003080297,0.988059,0.00000389777,0.00006650461,0.00006228101,0.001407617,0.00000713729,0.001946404,0.0001050765,0.0005846338,0.0001248696],"study_design_scores_gemma":[0.007387114,0.001424781,0.9886659,0.00004800162,0.00002084333,0.00002653882,0.0005432342,0.00001458874,0.0003349152,0.0001334394,0.001230977,0.0001696151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972357,0.000217912,0.000004333001,0.000100711,0.00139372,0.000495314,0.0002685728,0.0000302758,0.0002535108],"genre_scores_gemma":[0.9989566,0.000004101204,0.00009837435,0.0001180676,0.00009097169,0.00004707052,0.0002486244,0.00001401007,0.0004222419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002834798,"threshold_uncertainty_score":0.689593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05098656996874383,"score_gpt":0.3834439479904899,"score_spread":0.332457378021746,"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."}}