{"id":"W2164357708","doi":"10.1186/1756-3305-7-271","title":"Mini-FLOTAC, Kato-Katz and McMaster: three methods, one goal; highlights from north Argentina","year":2014,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Ascaris lumbricoides; Hymenolepis nana; Enterobius; Trichuris trichiura; Veterinary medicine; Helminths; Eggs per gram; Biology; Trichuris; Parasitology; Feces; Medicine; Immunology; Microbiology; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002183907,0.001182629,0.0006345442,0.00116723,0.0005661395,0.0008179075,0.0008959639,0.0007407749,0.001644772],"category_scores_gemma":[0.001633979,0.000315362,0.0004056397,0.001211124,0.0007477839,0.0006343576,0.000503178,0.0004000062,0.0006372851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808888,"about_ca_system_score_gemma":0.001718148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05638231,"about_ca_topic_score_gemma":0.07730047,"domain_scores_codex":[0.9984605,0.0005531579,0.000131004,0.0002509152,0.0004605589,0.0001438994],"domain_scores_gemma":[0.998548,0.0002600247,0.0003561758,0.0001250796,0.0005643714,0.0001463528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002489261,0.0009697505,0.3631378,0.005205555,0.0002308939,0.003369297,0.002595681,0.0006475493,0.03018239,0.001236496,0.01193035,0.578005],"study_design_scores_gemma":[0.0001290269,0.001918989,0.9124964,0.001172037,0.0001805792,0.006919007,0.002190979,0.0007597971,0.005354338,0.0003844153,0.06841454,0.00007984889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7107432,0.2102369,0.01386369,0.007241014,0.0009227047,0.001550538,0.002246669,0.0005811666,0.05261416],"genre_scores_gemma":[0.8509067,0.08821169,0.04043808,0.001567999,0.0007111445,0.0008730596,0.002620879,0.0001642228,0.01450619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05638231,"threshold_uncertainty_score":0.1121082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865691107126364,"score_gpt":0.2879512891829521,"score_spread":0.2692943781116884,"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."}}