{"id":"W3142485202","doi":"10.1371/journal.pone.0249261","title":"Microbial community compositions in breast implant biofilms associated with contracted capsules","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capsular contracture; Biofilm; Biology; Metagenomics; Breast implant; Capsule; Microbiome; Microbiology; Breast augmentation; Implant; Bacteria; Medicine; Bioinformatics; Genetics; Gene; Botany; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366553,0.0002427331,0.0004090491,0.0007377603,0.0002526269,0.000904224,0.0001264483,0.0002685015,0.0006935179],"category_scores_gemma":[0.0008666975,0.0001900351,0.0002822754,0.000527629,0.0002747115,0.0003040261,0.0006148583,0.0003739999,0.0001649984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323334,"about_ca_system_score_gemma":0.0002751275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478726,"about_ca_topic_score_gemma":0.001540689,"domain_scores_codex":[0.9995574,0.00007454307,0.00003947574,0.000110077,0.0001432619,0.00007520263],"domain_scores_gemma":[0.9995975,0.0001203636,0.0001125133,0.000021184,0.00007727664,0.00007109898],"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":[0.0005425988,0.00005749595,0.07813416,0.000168307,0.00004535379,0.0001808695,0.0008269235,0.0002361839,0.9109828,0.00005681494,0.00008504113,0.008683385],"study_design_scores_gemma":[0.0000218178,0.0009201518,0.8562511,0.0001079907,0.0001429505,0.001151946,0.002917246,0.003108867,0.1328783,0.0002122218,0.002211632,0.00007577142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982305,0.0004652611,0.0006097397,0.00002902493,0.000006926138,0.00001413238,0.0003686947,0.000007506166,0.0002682406],"genre_scores_gemma":[0.9958317,0.0005291669,0.00245695,0.00006186561,0.000009635746,0.00003615651,0.0006497719,0.000008889192,0.0004159988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001478726,"threshold_uncertainty_score":0.002940238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247466657224732,"score_gpt":0.2227779374509163,"score_spread":0.200303270878669,"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."}}