{"id":"W2903597175","doi":"10.1016/j.diagmicrobio.2018.11.020","title":"Evaluating the preservation and isolation of stool pathogens using the COPAN FecalSwab™ Transport System and Walk-Away Specimen Processor","year":2018,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network; Public Health Ontario","funders":"","keywords":"Pathogen; Isolation (microbiology); Microbiology; Feces; Biology; Salmonella enterica; Fastidious organism; Serotype; Salmonella; Bacteria","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":[0.002394423,0.0005308079,0.0003913631,0.0007095585,0.0005895602,0.0007498597,0.0007191199,0.0003792472,0.001426729],"category_scores_gemma":[0.00357406,0.0002648561,0.000446325,0.0007952675,0.0004518285,0.0008183897,0.0008031444,0.0002671003,0.0003786698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008559463,"about_ca_system_score_gemma":0.001860336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220401,"about_ca_topic_score_gemma":0.01738504,"domain_scores_codex":[0.9982015,0.000539606,0.000196805,0.0002078625,0.0006640788,0.0001900499],"domain_scores_gemma":[0.9979219,0.0004146836,0.0002947125,0.0001005871,0.001071046,0.0001972208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01037146,0.002335298,0.4024442,0.00108914,0.0002301151,0.0008340619,0.002008374,0.002489537,0.4736843,0.0002107718,0.0008864261,0.1034164],"study_design_scores_gemma":[0.0001285167,0.03243486,0.5078827,0.0001687606,0.0007659731,0.00128014,0.005356723,0.00740555,0.4393036,0.0001304241,0.005053099,0.00008977873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975566,0.0001232811,0.00149285,0.00003208758,0.00001250497,0.0001602145,0.0001154324,0.00001766087,0.0004894653],"genre_scores_gemma":[0.9832311,0.0003901256,0.01385457,0.00006106895,0.00001088933,0.0001298645,0.0006714794,0.00002047778,0.001630431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008220401,"threshold_uncertainty_score":0.01634508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508747497738186,"score_gpt":0.2774356298886104,"score_spread":0.2423481549112285,"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."}}