{"id":"W2074753139","doi":"10.1016/j.mimet.2008.11.004","title":"Selective detection of live bacteria combining propidium monoazide sample treatment with microarray technology","year":2008,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Biotechnology Research Institute","funders":"Army Research Office; Deutscher Akademischer Austauschdienst","keywords":"Propidium monoazide; Biology; Molecular biology; Propidium iodide; Microbiology; DNA; Microarray; Polymerase chain reaction; Gene; Biochemistry; Gene expression","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":[0.0007449931,0.0002350614,0.0008172712,0.00005979336,0.0001498624,0.000007080721,0.0002678208,0.0003314151,0.00008356973],"category_scores_gemma":[0.0004047549,0.00007473481,0.0002222991,0.0004188046,0.0003479065,0.00006604257,0.00004973933,0.000295633,0.000003773348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009892898,"about_ca_system_score_gemma":0.00003219803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008764434,"about_ca_topic_score_gemma":0.00003337905,"domain_scores_codex":[0.9976943,0.0009489055,0.000682972,0.000278059,0.00006184007,0.0003339892],"domain_scores_gemma":[0.9972369,0.001443147,0.0008439727,0.00007126607,0.000311645,0.00009306697],"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":[0.0004686553,0.0002029624,0.03265733,0.00000268465,0.0001032403,0.0000122663,0.0001025167,0.000002977142,0.9122247,0.000007638193,0.00001518187,0.05419986],"study_design_scores_gemma":[0.000572658,0.01286573,0.1211073,0.00003419881,0.00005663724,0.001610918,0.0003665163,0.000003636978,0.856505,0.0006936128,0.005983325,0.0002005289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958448,0.0006179575,0.002764301,0.0003284879,0.0001645623,0.0001932343,0.00002451984,0.00002835222,0.00003375637],"genre_scores_gemma":[0.9139948,0.0004712006,0.08528326,0.00007223452,0.0001388519,0.000008719706,0.000007558689,0.000001850377,0.00002145638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08844995,"threshold_uncertainty_score":0.3047597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592310252788424,"score_gpt":0.2933176399218491,"score_spread":0.2473945373939649,"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."}}