{"id":"W4376279104","doi":"10.3390/microorganisms11051269","title":"Green Alternatives as Antimicrobial Agents in Mitigating Periodontal Diseases: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"Microorganisms","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Antimicrobial; Oral Microbiome; Oral microbiology; Oral health; Dentistry; Intensive care medicine; Periodontitis; Anaerobic bacteria; Antibiotic resistance; Oral cavity; Antibiotics; Microbiology; Bacteria; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000245598,0.0006785676,0.002058559,0.00005014404,0.0003075346,0.0001686711,0.0007636498,0.0002784147,0.0007415947],"category_scores_gemma":[0.00009667652,0.0002950896,0.000780782,0.001037612,0.0001408958,0.0002115248,0.0004440449,0.0005418999,0.0008715092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406344,"about_ca_system_score_gemma":0.00009589663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894878,"about_ca_topic_score_gemma":0.00119187,"domain_scores_codex":[0.9969173,0.0004435103,0.0008540757,0.0009259209,0.0002503676,0.0006088291],"domain_scores_gemma":[0.9988732,0.0002111628,0.0005628815,0.0001234557,0.0000588422,0.0001705022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001154628,0.0005242918,0.00008612771,0.03872646,0.0002948012,0.000599276,0.0007767213,8.246586e-8,0.03515923,0.00002778726,0.007635276,0.9161584],"study_design_scores_gemma":[0.000231917,0.0001631283,0.0003532938,0.1321828,0.0005409373,0.000144802,0.0002051467,6.368689e-7,0.0007613123,0.00006952888,0.8638791,0.001467305],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02518357,0.9712618,1.779297e-7,0.0005573038,0.0003543589,0.001420303,0.0009103051,0.0001589947,0.0001532003],"genre_scores_gemma":[0.0004482997,0.9963262,0.00001939457,0.0006478518,0.0004788488,0.00005609867,0.0009826393,0.00001531103,0.001025332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9146911,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099892379610807,"score_gpt":0.3250047036370453,"score_spread":0.2740057798409372,"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."}}