{"id":"W3200423982","doi":"10.21037/fomm-21-58","title":"Peri-implant disease: early diagnosis and non-surgical treatment—a narrative literature review","year":2021,"lang":"en","type":"article","venue":"Frontiers of Oral and Maxillofacial Medicine","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative review; Medicine; Implant; Peri; Perioperative; Disease; Narrative; Peri-implantitis; General surgery; Surgery; Intensive care medicine; Internal medicine; Art; Literature","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007390893,0.00023286,0.0006777685,0.00005669507,0.00009251413,0.00002891143,0.00007115823,0.00008597376,0.0001277602],"category_scores_gemma":[0.00006009453,0.0001526667,0.00009788773,0.0001736152,0.0002149612,0.0001466025,0.00006885091,0.0001027845,0.000002712439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002353143,"about_ca_system_score_gemma":0.00002263274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534557,"about_ca_topic_score_gemma":0.00001539373,"domain_scores_codex":[0.9989241,0.00003775423,0.0003022778,0.0003154856,0.0002210828,0.0001992656],"domain_scores_gemma":[0.9993808,0.00001335078,0.00009697979,0.0001677197,0.00007962777,0.0002615717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006622429,0.0003345073,0.4307539,0.002118065,0.0004748875,0.03892108,0.003581945,4.047734e-8,0.0003456615,0.0007096604,0.1584236,0.3636745],"study_design_scores_gemma":[0.003083647,0.001056928,0.1926865,0.004087005,0.0006308571,0.003750648,0.0007399482,0.000005755866,0.0006444671,0.0004818607,0.7924061,0.0004262211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6029289,0.3901095,0.00004728085,0.003701047,0.001417125,0.0005409021,0.0005246336,0.00006080775,0.000669747],"genre_scores_gemma":[0.4059057,0.5829421,0.001177877,0.001303849,0.0001515997,0.0001327937,0.0005819558,0.00003652785,0.007767614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6339826,"threshold_uncertainty_score":0.6225569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636838076896163,"score_gpt":0.3008367860831638,"score_spread":0.2844684053142021,"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."}}