{"id":"W2797505012","doi":"10.1177/0022034518767118","title":"Inflammatory Bacteriome and Oral Squamous Cell Carcinoma","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Australian Research Council","keywords":"Biology; Capnocytophaga; Prevotella; Fusobacterium nucleatum; Phylotype; Microbiology; Microbiome; Fusobacterium; Porphyromonas gingivalis; Bacteroides; Genetics; 16S ribosomal RNA; Bacteria","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":[0.0002535436,0.0001829715,0.000251931,0.001377989,0.0003942269,0.0006094081,0.000123045,0.0002768715,0.001774747],"category_scores_gemma":[0.0004379064,0.000108087,0.0002379933,0.001160293,0.0002344714,0.0002454294,0.0005417046,0.0001929425,0.0002396894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475797,"about_ca_system_score_gemma":0.0002406362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283705,"about_ca_topic_score_gemma":0.002301745,"domain_scores_codex":[0.9998444,0.00003258928,0.00001511452,0.00003610148,0.00003857115,0.00003315759],"domain_scores_gemma":[0.9998211,0.00002424212,0.00009244813,0.000009966237,0.00002543063,0.00002681216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001954948,0.00009435625,0.8789621,0.0004527316,0.0001961911,0.00150384,0.0005528335,0.0001767264,0.08739976,0.0002399389,0.0005236954,0.02794279],"study_design_scores_gemma":[0.000005165835,0.00008880172,0.9961346,0.00002389129,0.00004711499,0.0006392279,0.0004272429,0.0001878918,0.001538171,0.0001410259,0.0007623136,0.000004529019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937432,0.004316555,0.0001456951,0.0001155445,0.000009807518,0.00001238375,0.0006218531,0.00001095095,0.001024018],"genre_scores_gemma":[0.9973354,0.001527154,0.000194748,0.00005949808,0.00001586978,0.00001285144,0.0004944306,0.000002880737,0.0003571138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002283705,"threshold_uncertainty_score":0.005937159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535604699817933,"score_gpt":0.3676763513919535,"score_spread":0.3223203043937741,"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."}}