{"id":"W2908259685","doi":"10.1371/journal.ppat.1007411","title":"Deacetylated microbial biofilm exopolysaccharides: It pays to be positive","year":2018,"lang":"en","type":"review","venue":"PLoS Pathogens","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; McGill University; McGill University Health Centre","funders":"Canadian Glycomics Network; Canadian Institutes of Health Research; National Institutes of Health; Cystic Fibrosis Canada","keywords":"Biofilm; Microbiology; Chemistry; Polysaccharide; Food science; Biology; Biochemistry; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004552579,0.0008911261,0.002283805,0.0005333773,0.0003988585,0.0002120275,0.001177135,0.001494132,0.005432104],"category_scores_gemma":[0.0003648437,0.0007713384,0.0009942043,0.0007104012,0.0003147057,0.0001065722,0.0007228405,0.001113825,0.02834718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379005,"about_ca_system_score_gemma":0.0004080303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024989,"about_ca_topic_score_gemma":0.000530499,"domain_scores_codex":[0.9953073,0.0008016819,0.001007753,0.001381062,0.0003056084,0.001196575],"domain_scores_gemma":[0.9975306,0.0002790728,0.0003290536,0.001070283,0.0003661287,0.0004248302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002840247,0.001329719,0.0001275073,0.02021761,0.005399503,0.006246367,0.001641112,1.550789e-7,0.1153397,0.0001209767,0.504921,0.3443724],"study_design_scores_gemma":[0.0002362997,0.0002534418,0.00001149375,0.005920882,0.0008125883,0.00068463,0.00002830457,5.506067e-7,0.002871003,0.000004259719,0.988261,0.0009155349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004012188,0.9741768,0.00002017584,0.000160218,0.001375591,0.002129214,0.01646538,0.0002029233,0.001457497],"genre_scores_gemma":[0.00007623183,0.9835529,0.0004941625,0.0006659951,0.001039283,0.0002096177,0.002390944,0.000209589,0.01136126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4833401,"threshold_uncertainty_score":0.9998021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09653410384569525,"score_gpt":0.3602414480503835,"score_spread":0.2637073442046882,"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."}}