{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578336,0.0004684877,0.0005715371,0.0005293447,0.0006510594,0.00187044,0.0004172239,0.002131611,0.001900576],"category_scores_gemma":[0.0005366215,0.000265736,0.0002891782,0.0002120258,0.001574394,0.001817079,0.001211921,0.003005279,0.0007997436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613894,"about_ca_system_score_gemma":0.0007010798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003097503,"about_ca_topic_score_gemma":0.0006934277,"domain_scores_codex":[0.9995307,0.0001170047,0.00001695161,0.00005184408,0.0001928292,0.00009076005],"domain_scores_gemma":[0.9996625,0.00006862589,0.00008841015,0.00002342499,0.00004983906,0.0001071826],"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":[0.0003994833,0.0001318724,0.001390578,0.000773414,0.00004319421,0.0005081086,0.0003945104,0.0007852378,0.8277555,0.06358748,0.008581557,0.09564914],"study_design_scores_gemma":[0.0001599248,0.002823861,0.009467005,0.0007314473,0.000136255,0.004179042,0.001825337,0.01029529,0.5893716,0.07854589,0.3022849,0.0001795433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3652452,0.4390655,0.07854487,0.07287762,0.005924738,0.00019347,0.0004079808,0.0009329469,0.03680771],"genre_scores_gemma":[0.8900882,0.06847229,0.02021609,0.0049026,0.0006233096,0.00006077374,0.00008317978,0.00005209832,0.01550147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002131611,"threshold_uncertainty_score":0.006358087,"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."}}