{"id":"W1978124866","doi":"10.1016/j.mimet.2013.10.022","title":"Evaluation of eight agar media for the isolation of shiga toxin—Producing Escherichia coli","year":2013,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency; Health Canada","funders":"Health Canada; Canadian Food Inspection Agency; U.S. Department of Agriculture","keywords":"Agar; Cefixime; MacConkey agar; Microbiology; Biology; Food science; Agar plate; Escherichia coli; Bacteria; Cephalosporin; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001200947,0.001540004,0.0008175877,0.002066555,0.0007202146,0.001098283,0.001482924,0.0007825241,0.0009555963],"category_scores_gemma":[0.002785933,0.0004577937,0.0007114069,0.00131361,0.0004564275,0.0007041784,0.001066352,0.0006727704,0.0004334114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005099438,"about_ca_system_score_gemma":0.0007070377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660306,"about_ca_topic_score_gemma":0.003818807,"domain_scores_codex":[0.997792,0.0005798989,0.0004806298,0.0002413196,0.0007144579,0.0001915653],"domain_scores_gemma":[0.9972875,0.000902358,0.000349857,0.0002085594,0.0009366669,0.000314991],"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":[0.001932569,0.0008255073,0.004085854,0.0003992365,0.00008492554,0.0001486165,0.0001615691,0.0002495427,0.9831929,0.00008749102,0.0001125088,0.008719157],"study_design_scores_gemma":[0.00005099002,0.004581071,0.01061513,0.00007069911,0.0002801025,0.0003457076,0.0003598786,0.0008664178,0.9812139,0.00005855441,0.001512315,0.00004506995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905908,0.001847013,0.005125986,0.0001266198,0.00007857543,0.0002868037,0.000512592,0.000093002,0.001338626],"genre_scores_gemma":[0.9567703,0.003142292,0.03357764,0.00008769156,0.00004620478,0.0003761392,0.003353997,0.00009472219,0.002551008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066555,"threshold_uncertainty_score":0.006351292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08272984461329355,"score_gpt":0.4007081292295672,"score_spread":0.3179782846162736,"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."}}