{"id":"W2519393626","doi":"10.1126/scitranslmed.aah7021","title":"PITing host against bacteria in the fight for infection control","year":2016,"lang":"en","type":"article","venue":"Science Translational Medicine","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 Ottawa","funders":"","keywords":"Bacteria; Host (biology); Microbiology; Biology; Chemistry; Cell biology; Ecology; Genetics","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":[0.0007482664,0.0000651859,0.00006852932,0.0000490655,0.0001262428,0.00001207761,0.00009709776,0.00003131916,0.00001495188],"category_scores_gemma":[0.0001907395,0.00003280726,0.00002437292,0.0001337304,0.0002799868,0.00001223672,0.000004368211,0.00002491634,0.000001372397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007088071,"about_ca_system_score_gemma":0.00006680316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001183773,"about_ca_topic_score_gemma":0.00005233693,"domain_scores_codex":[0.9993265,0.00002634393,0.0001448531,0.0001883109,0.000145726,0.0001682289],"domain_scores_gemma":[0.9996932,0.00006442823,0.00004025946,0.00009709117,0.00007461635,0.00003037373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004389297,0.000006967464,0.002186891,0.000002658287,0.000001947343,1.969293e-7,0.0000509233,0.000002523199,0.9894444,0.0004059299,0.00007644211,0.007777176],"study_design_scores_gemma":[0.006468297,0.0006712838,0.5622914,0.0002489868,0.00002363777,0.00002369569,0.00008262238,0.0003203588,0.3399144,0.0004398384,0.0891884,0.0003271391],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825111,0.00004600181,0.003726328,0.01252492,0.0003187838,0.0002858991,0.00001954012,0.000004564686,0.0005628671],"genre_scores_gemma":[0.9979649,0.00002105046,0.0002714939,0.001161066,0.0005179425,0.00001666472,0.00002234015,0.000003831488,0.00002072238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6495301,"threshold_uncertainty_score":0.1337841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405530866381879,"score_gpt":0.2693718716427965,"score_spread":0.2553165629789778,"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."}}