{"id":"W1980921316","doi":"10.1039/b109895k","title":"Detection of infectious and toxigenic bacteria","year":2002,"lang":"en","type":"review","venue":"The Analyst","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bacteria; Microbiology; Computational biology; Chemistry; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002835105,0.0001642397,0.0007857848,0.00001593138,0.00008988311,0.00001540106,0.0001863479,0.0001783907,0.0002084766],"category_scores_gemma":[0.00003257062,0.00004177667,0.0002989832,0.0003294307,0.00007286241,0.00002130014,0.00006279514,0.0001379019,0.00003940193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001422254,"about_ca_system_score_gemma":0.000002769357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002374433,"about_ca_topic_score_gemma":0.0003465213,"domain_scores_codex":[0.9989118,0.0003448326,0.0003420791,0.0001998184,0.00005683061,0.000144621],"domain_scores_gemma":[0.9991681,0.0003883059,0.0003000229,0.00008657957,0.0000210488,0.00003591563],"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":[9.868102e-7,0.0000085935,0.00006111255,0.0001478105,0.00007493958,4.51086e-7,0.000007153585,2.639594e-8,0.00070564,0.000009964978,0.00003176891,0.9989516],"study_design_scores_gemma":[0.00001767029,0.00009275431,0.001696249,0.0001979602,0.000499315,0.00005625679,0.00001066248,0.000002312036,0.00001122068,0.00007701018,0.9972206,0.0001179971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03121314,0.9682067,0.000001170456,0.00002345231,0.00008552254,0.0001422849,0.00001511478,0.00001916949,0.000293443],"genre_scores_gemma":[0.01927483,0.9802781,0.000001145425,0.00002340173,0.0002186461,0.00001266838,0.00002379697,9.190204e-7,0.0001664911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9988335,"threshold_uncertainty_score":0.2282673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539559065065256,"score_gpt":0.2757409244909936,"score_spread":0.2203453338403411,"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."}}