{"id":"W1833942843","doi":"10.5858/2005-129-754-sfciua","title":"Screening for <i>Giardia</i> / <i>Cryptosporidium</i> Infections Using an Enzyme Immunoassay in a Centralized Regional Microbiology Laboratory","year":2005,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Immunoassay; Cryptosporidium; Parasite hosting; Giardia; Context (archaeology); Feces; Medicine; Intestinal parasite; Biology; Veterinary medicine; Microbiology; Gastroenterology; Internal medicine; Immunology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007692201,0.000326509,0.0007674405,0.0005389952,0.0002594037,0.000004119785,0.0002486875,0.0003817801,0.0001673362],"category_scores_gemma":[0.0005493982,0.0003091053,0.000115215,0.0004437396,0.0016482,0.0001777488,0.00006120527,0.0004931476,0.00001799444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005544838,"about_ca_system_score_gemma":0.0003655967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023223,"about_ca_topic_score_gemma":0.000192733,"domain_scores_codex":[0.9971675,0.0008166641,0.0008083778,0.0005074498,0.00003739359,0.000662586],"domain_scores_gemma":[0.997526,0.001382226,0.0003481255,0.0004650755,0.0002049877,0.00007357232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003080152,0.000622472,0.01490919,0.00002971331,0.0001245205,0.00003235702,0.001453061,0.0005110578,0.9774115,0.00243675,0.001467771,0.0006935961],"study_design_scores_gemma":[0.0370436,0.004915997,0.04287159,0.0009523412,0.0009389346,0.001822738,0.003743156,0.0005353393,0.4512311,0.00159556,0.4524067,0.001942964],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732952,0.00585816,0.01752162,0.0006161636,0.00102831,0.0005785058,0.0007155681,0.00009228433,0.0002941633],"genre_scores_gemma":[0.9882851,0.0004131821,0.008550744,0.001543798,0.000341351,0.00009403446,0.0006670428,0.00004655148,0.00005815751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5261804,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208722431244846,"score_gpt":0.2900845820780685,"score_spread":0.2692123389535839,"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."}}