{"id":"W4313823530","doi":"10.5114/for.2022.122044","title":"Role of oral microbiome in preventing caries, stomatitis and periodontitis","year":2022,"lang":"en","type":"article","venue":"Orthodontic Forum","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periodontitis; Oral Microbiome; Stomatitis; Microbiome; Medicine; Dentistry; Internal medicine; Bioinformatics; Oral cavity; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000701847,0.0001638979,0.0004169172,0.0002644088,0.000313096,0.00005115965,0.000286487,0.00009686081,0.002232906],"category_scores_gemma":[0.00008139002,0.0001850354,0.0001004793,0.0004017399,0.0002241113,0.0001662225,0.0006781659,0.0003852427,0.00002433717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000754011,"about_ca_system_score_gemma":0.00008901028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602906,"about_ca_topic_score_gemma":0.01113658,"domain_scores_codex":[0.9980834,0.0004038033,0.0004436482,0.000364872,0.0001751938,0.0005290845],"domain_scores_gemma":[0.9994085,0.00007285753,0.0001344169,0.0002788908,0.00004290668,0.00006238163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006625901,0.00009834222,0.9160067,0.00007810639,0.00004587493,0.000109293,0.0005284197,0.00001329301,0.06970955,0.0008658684,0.001464958,0.01101332],"study_design_scores_gemma":[0.001954203,0.0003781361,0.8679614,0.00008053862,0.00003447907,0.001057836,0.003731396,0.0002866345,0.005493878,0.0005521795,0.1179921,0.0004771782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945855,0.003119032,0.00003009797,0.0001817543,0.0003155594,0.0003214536,0.0003439554,0.00003269719,0.001069927],"genre_scores_gemma":[0.9948694,0.00004866434,0.001437947,0.0000577835,0.00001321455,0.00005667242,0.0001003731,0.00002750122,0.003388409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165272,"threshold_uncertainty_score":0.9986792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147119461426212,"score_gpt":0.2663232394585028,"score_spread":0.2548520448442407,"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."}}