{"id":"W6997484853","doi":"","title":"Work in progress: validation of an oligonucleotide microarray for the detection of Brucella spp. virulence genes","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brucella; Virulence; Microarray; Gene; Microarray analysis techniques; DNA microarray; Identification (biology); Oligonucleotide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00480335,0.00116948,0.001302739,0.0006785722,0.0007797523,0.0009188382,0.001160483,0.001592574,0.001820091],"category_scores_gemma":[0.00283731,0.0004802386,0.0009517636,0.00058417,0.000689193,0.0008092719,0.000539135,0.001098668,0.001659858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005646666,"about_ca_system_score_gemma":0.0007511729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061633,"about_ca_topic_score_gemma":0.0008487575,"domain_scores_codex":[0.9963452,0.001551725,0.0002910269,0.0006057075,0.0009470139,0.0002593735],"domain_scores_gemma":[0.9981718,0.0005845225,0.0001268201,0.0002748287,0.0006882132,0.0001537384],"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":[0.000124757,0.0002849971,0.0005256421,0.0001321574,0.00001606496,0.00003320668,0.00008214454,0.0003385459,0.9949564,0.00007700835,0.0001288434,0.003300148],"study_design_scores_gemma":[0.00005606067,0.003006564,0.004161472,0.00002980107,0.00008622486,0.0002982346,0.0001547005,0.003429615,0.9831388,0.000128595,0.005477426,0.00003244466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7800088,0.002159369,0.2057686,0.001011667,0.0004228103,0.003568523,0.002390364,0.0008541096,0.003815662],"genre_scores_gemma":[0.4577452,0.002642782,0.5147027,0.0005722481,0.0001469991,0.004246482,0.0110369,0.0002508725,0.008655745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00480335,"threshold_uncertainty_score":0.02540284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05688318795318643,"score_gpt":0.3416653666993929,"score_spread":0.2847821787462065,"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."}}