{"id":"W2079906038","doi":"10.1017/s0031182014000432","title":"Evaluation of portable microscopic devices for the diagnosis of <i>Schistosoma</i> and soil-transmitted helminth infection","year":2014,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Trichuris trichiura; Schistosoma haematobium; Schistosoma mansoni; Biology; Helminths; Microscope; Schistosoma; Microscopy; Helminthiasis; Schistosomiasis; Immunology; Pathology; Ascaris lumbricoides; Medicine","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":[0.002270193,0.0009680373,0.0003087293,0.001031026,0.0002810321,0.0003497157,0.0007437323,0.000621724,0.001402618],"category_scores_gemma":[0.003760333,0.0003598402,0.0002899648,0.0006237877,0.0004156921,0.0004166349,0.0004054174,0.0003135593,0.0002935004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251299,"about_ca_system_score_gemma":0.0003438767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184528,"about_ca_topic_score_gemma":0.004636555,"domain_scores_codex":[0.9986665,0.0004936085,0.00008647387,0.0002591391,0.0003916455,0.0001026459],"domain_scores_gemma":[0.9978977,0.0008942652,0.0003553035,0.0001237475,0.0005709428,0.0001579476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001991446,0.0008119926,0.382954,0.001098704,0.0001579952,0.001134869,0.0003930511,0.001250547,0.5391092,0.0002079348,0.0006441191,0.07024606],"study_design_scores_gemma":[0.0002474814,0.01877742,0.7692955,0.0002889372,0.0004267198,0.005881765,0.0009019816,0.009119323,0.1899536,0.0001686256,0.004841296,0.00009731791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867542,0.001063859,0.009612439,0.0001137232,0.00005596058,0.0004010169,0.0004549929,0.0001191136,0.001424608],"genre_scores_gemma":[0.9661667,0.0008729881,0.031078,0.0000989454,0.00002759505,0.0002436654,0.0006203568,0.00001505511,0.0008766135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003184528,"threshold_uncertainty_score":0.01200604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439299580226175,"score_gpt":0.3390798850476732,"score_spread":0.3146868892454114,"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."}}