{"id":"W3084667512","doi":"10.1099/acmi.0.000169","title":"Evaluation of LAMP for detection of Shigella from stool samples in children","year":2020,"lang":"en","type":"article","venue":"Access Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Loop-mediated isothermal amplification; Shigella; Dysentery; Medicine; Microbiological culture; Positive predicative value; Shigellosis; Microbiology; Gastroenterology; Biology; Internal medicine; Salmonella; Bacteria; Predictive value; Genetics","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":[0.002284064,0.0004049809,0.0003988438,0.0007381745,0.0002668333,0.0004774627,0.0002915198,0.0006164011,0.0005242319],"category_scores_gemma":[0.003948065,0.0003353519,0.0002792375,0.000354921,0.0003956168,0.0003306082,0.000235,0.0003674664,0.0002418415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606299,"about_ca_system_score_gemma":0.0004506383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192248,"about_ca_topic_score_gemma":0.001573427,"domain_scores_codex":[0.9976815,0.0009669181,0.0001793798,0.0002582582,0.0007580327,0.0001559091],"domain_scores_gemma":[0.9979766,0.001018053,0.0003277601,0.00007385938,0.0004818359,0.0001219495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002321827,0.0005120059,0.5825842,0.001086458,0.0001502085,0.0009185763,0.000999836,0.00141192,0.3409522,0.0001522213,0.0006829701,0.06822758],"study_design_scores_gemma":[0.0001418035,0.00921451,0.5308095,0.0002541466,0.0004544748,0.0110362,0.001135656,0.009716044,0.4301624,0.0001666898,0.006823259,0.00008527032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934357,0.001820343,0.003426091,0.0001176348,0.00002634396,0.00006629324,0.0001994504,0.00006594887,0.0008421948],"genre_scores_gemma":[0.9889513,0.0006918963,0.009747403,0.00008800528,0.00001127908,0.00006257159,0.0002536517,0.00001145127,0.0001825227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002284064,"threshold_uncertainty_score":0.01207942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114004111072561,"score_gpt":0.3455100388405347,"score_spread":0.284369997729809,"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."}}