{"id":"W7062321359","doi":"","title":"Synergistic effects of Non Contact Induction Heating & Antibiotics on Staphylococcus aureus Biofilm","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biofilm; Antibiotics; Staphylococcus aureus; Antimicrobial; Extracellular polymeric substance; Bacteria","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":[0.0001953978,0.0003023669,0.0004408634,0.0002911751,0.0001753621,0.0002583794,0.0002043064,0.0002327822,0.001492405],"category_scores_gemma":[0.0003450148,0.0001791699,0.0003903343,0.0001867535,0.0001946674,0.0002205252,0.0004335003,0.0002998784,0.0002178242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274069,"about_ca_system_score_gemma":0.0002092277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229078,"about_ca_topic_score_gemma":0.0009119497,"domain_scores_codex":[0.9997218,0.00007068281,0.00002211129,0.00003977915,0.00009443832,0.00005119438],"domain_scores_gemma":[0.9997651,0.000110817,0.00004220166,0.00001647305,0.00003558627,0.00002984836],"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":[0.0004325959,0.0001570726,0.0004549723,0.0005233539,0.00003100503,0.00008762565,0.00006747816,0.0004378563,0.9858569,0.00008153063,0.0002099886,0.01165961],"study_design_scores_gemma":[0.00002129296,0.001894117,0.005105997,0.00002474607,0.00005435092,0.0001465836,0.00008273422,0.001045359,0.988696,0.00003248451,0.002882704,0.00001364982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892486,0.006513922,0.001484756,0.0001272547,0.0001091759,0.00004840631,0.00009993756,0.00002964416,0.00233811],"genre_scores_gemma":[0.9928511,0.002464464,0.003165379,0.00007750063,0.00004324521,0.0000462818,0.00004810298,0.000007959432,0.001296009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492405,"threshold_uncertainty_score":0.004992604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356991512770715,"score_gpt":0.2766867503022896,"score_spread":0.2231168351745824,"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."}}