{"id":"W2552667981","doi":"","title":"Use of a nematode infection model for virulence factor screening and polymicrobial virulence testing","year":2012,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Virulence; Biology; Microbiology; Pathogen; Pseudomonas aeruginosa; Nematode; Pathogenic bacteria; Bacteria; Biofilm; Genetics; Gene; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005971373,0.001444761,0.0005655327,0.0009169338,0.0004412603,0.0004290632,0.0006261957,0.0008378245,0.002174881],"category_scores_gemma":[0.0004451503,0.0003451461,0.0006466102,0.0004240373,0.0003772056,0.0004388338,0.000822221,0.001252578,0.0007553681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270943,"about_ca_system_score_gemma":0.000411336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404852,"about_ca_topic_score_gemma":0.002703646,"domain_scores_codex":[0.9989531,0.000166777,0.0001403806,0.0002271269,0.0003793256,0.0001332528],"domain_scores_gemma":[0.9991129,0.0002415379,0.0002703982,0.0001084154,0.0001508999,0.0001158422],"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":[0.0000666295,0.0001409441,0.0008187597,0.0001084305,0.00001048219,0.00005126309,0.00002065809,0.0001211435,0.9971094,0.00005145165,0.00008290855,0.001418006],"study_design_scores_gemma":[0.00003024734,0.003298364,0.009367565,0.00004237025,0.00005527023,0.0004636922,0.00004487207,0.002380371,0.9815837,0.00008685547,0.002607942,0.00003890876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513536,0.00123628,0.03659486,0.000310288,0.0001753699,0.001627564,0.004506719,0.0006859289,0.003509481],"genre_scores_gemma":[0.8900164,0.001956638,0.08984499,0.0002281359,0.00003948779,0.002464507,0.006474774,0.0001485383,0.008826406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002174881,"threshold_uncertainty_score":0.007275701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519080410553947,"score_gpt":0.3625202642432686,"score_spread":0.2106122231878739,"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."}}