{"id":"W2089434222","doi":"10.1111/j.1472-765x.2008.02354.x","title":"Chloraminated drinking water does not generate bacterial resistance to antibiotics in Pseudomonas aeruginosa biofilms","year":2008,"lang":"en","type":"article","venue":"Letters in Applied Microbiology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microbiology; Pseudomonas aeruginosa; Tobramycin; Ciprofloxacin; Biofilm; Chloramine; Gentamicin; Antibiotics; Rifampicin; Chloramphenicol; Antibiotic resistance; Disinfectant; Bacteria; Chemistry; Biology; Chlorine","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":[0.0001259906,0.0002210574,0.000241895,0.0001290646,0.00009151228,0.00001864319,0.0001729263,0.0001431239,0.0002305065],"category_scores_gemma":[0.000002555235,0.0001558825,0.00003228883,0.0001983947,0.0002006799,0.00005612683,0.0001596053,0.0001378914,0.0005213537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412174,"about_ca_system_score_gemma":0.000003274272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223212,"about_ca_topic_score_gemma":0.001118592,"domain_scores_codex":[0.9985483,0.0000547643,0.0002892963,0.0005202451,0.00004947385,0.0005378834],"domain_scores_gemma":[0.9996821,0.00001753646,0.00004259912,0.0002111036,0.000002164263,0.00004450892],"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":[0.00016735,0.00007273588,0.07213513,0.000003516779,0.000005141763,0.00008249338,0.000594359,0.0003798148,0.9259759,0.00001380908,0.0004753334,0.00009447152],"study_design_scores_gemma":[0.0009006535,0.00002054875,0.0219341,0.000008296601,0.000003906554,0.00001683169,0.00001072761,0.000004125564,0.9740343,0.00002347761,0.002796728,0.000246269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974061,0.000001975037,0.00006865506,0.001162752,0.0003656388,0.0003483967,0.000008842352,0.00004175843,0.0005958772],"genre_scores_gemma":[0.9955219,0.000008377776,0.001983065,0.002054824,0.00006488772,0.000006666444,0.0001336614,0.00001781037,0.0002087829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020103,"threshold_uncertainty_score":0.6701121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006710728866167796,"score_gpt":0.1848841159672885,"score_spread":0.1781733871011207,"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."}}