{"id":"W4318328609","doi":"10.3389/frfst.2022.842063","title":"Monitoring of Microbial Safety of Foods Using Lectins: A Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Food Science and Technology","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Indian Council of Agricultural Research","keywords":"Biosensor; Listeria monocytogenes; Foodborne pathogen; Campylobacter; Food safety; Human pathogen; Salmonella; Pathogen; Lectin; Biology; Biotechnology; Computational biology; Microbiology; Bacteria; Biochemistry; Food science","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":[0.0005923476,0.001139652,0.001344479,0.002960111,0.0002922807,0.001092027,0.0008609712,0.001070062,0.00279128],"category_scores_gemma":[0.0007187863,0.0003559264,0.0005773745,0.003251711,0.0004125902,0.001575264,0.0005484633,0.001155141,0.00146195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688822,"about_ca_system_score_gemma":0.001068396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241579,"about_ca_topic_score_gemma":0.001375211,"domain_scores_codex":[0.9997585,0.00002975262,0.0000310572,0.00005042298,0.0001091821,0.00002105054],"domain_scores_gemma":[0.9995338,0.0001996039,0.00007797124,0.00001339937,0.0001404574,0.00003487915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006038754,0.00009881984,0.0002533257,0.02933424,0.00009765273,0.0001471165,0.0000640702,0.0004510899,0.004438773,0.00246633,0.01813585,0.9444523],"study_design_scores_gemma":[0.00001098825,0.0001727053,0.001188487,0.005800821,0.0001928146,0.0009707726,0.00008784689,0.0001827236,0.001806311,0.001390076,0.9881623,0.00003412978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001937081,0.9983803,0.0002009833,0.0001424212,0.0001425893,0.00000557071,0.00002213823,0.000009099665,0.0009031215],"genre_scores_gemma":[0.0008584898,0.9982215,0.0002767155,0.0001134077,0.00007689095,0.000007251407,0.00003149282,0.000001680251,0.0004125849],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002960111,"threshold_uncertainty_score":0.009337783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503651797170448,"score_gpt":0.282811669169072,"score_spread":0.2477751511973675,"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."}}