{"id":"W3095148959","doi":"10.3390/microorganisms8111726","title":"Disinfectant, Soap or Probiotic Cleaning? Surface Microbiome Diversity and Biofilm Competitive Exclusion","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Claude Leon Foundation","keywords":"Probiotic; Microbiome; Microbiology; Competitive exclusion; Biofilm; Disinfectant; Biology; Pathogen; Food science; Competition (biology); Bacteria; Ecology; Chemistry","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":[0.000782929,0.0003402712,0.0007139375,0.0001405597,0.000256162,0.0005978913,0.0002732427,0.0006905214,0.001410496],"category_scores_gemma":[0.001481159,0.0001686597,0.0004082937,0.0001689721,0.0005106138,0.0006069414,0.0005489089,0.0005147292,0.0001504942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227004,"about_ca_system_score_gemma":0.0004671539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000918156,"about_ca_topic_score_gemma":0.002151866,"domain_scores_codex":[0.9994394,0.0001551848,0.00002621799,0.000105818,0.000156069,0.0001173112],"domain_scores_gemma":[0.9991246,0.000296374,0.0002958214,0.00005371686,0.00009886658,0.0001305687],"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":[0.008070519,0.001183822,0.02772211,0.0008647143,0.0002174645,0.0002098762,0.000695643,0.0002472378,0.9176899,0.0001814478,0.0002180841,0.0426992],"study_design_scores_gemma":[0.0002073406,0.06234439,0.521451,0.0002212354,0.0007321378,0.0007871981,0.003984244,0.001398404,0.3987958,0.0009450711,0.009015309,0.0001179319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997842,0.001472868,0.0002165068,0.0001555765,0.0000206335,0.00001558254,0.00003139603,0.000004028411,0.000241528],"genre_scores_gemma":[0.99735,0.0009974302,0.0006920712,0.0002364759,0.00002501475,0.00002296787,0.0000468398,0.000005363154,0.0006238777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410496,"threshold_uncertainty_score":0.004718542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318209116155116,"score_gpt":0.2607925554462147,"score_spread":0.2289716438307031,"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."}}