{"id":"W4396624680","doi":"10.3390/antiox13050566","title":"Patent Mining on the Use of Antioxidant Phytochemicals in the Technological Development for the Prevention and Treatment of Periodontitis","year":2024,"lang":"en","type":"review","venue":"Antioxidants","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curcumin; Antioxidant; Oxidative stress; Medicine; Periodontitis; Resveratrol; Traditional medicine; Dentistry; Pharmacology; Chemistry; Internal medicine; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0007564519,0.0003436516,0.000985985,0.0001591918,0.0001622857,0.00008901742,0.0004747177,0.0003566775,0.00004292768],"category_scores_gemma":[0.0002195031,0.000136716,0.0004299604,0.0003653571,0.0004853883,0.00004545907,0.0001392113,0.0002935583,0.0000213877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006417247,"about_ca_system_score_gemma":0.0001376094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004483974,"about_ca_topic_score_gemma":0.0001726745,"domain_scores_codex":[0.9978518,0.0003955095,0.0008060763,0.0004258417,0.0002073377,0.0003134578],"domain_scores_gemma":[0.997755,0.001359371,0.0003107142,0.000497248,0.00005815414,0.00001950674],"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":[0.00006002004,0.0004636897,0.0005979597,0.003358427,0.000612598,0.00005458056,0.000392821,3.010577e-7,0.0007454833,0.0006671899,0.0011608,0.9918861],"study_design_scores_gemma":[0.0003984331,0.0004852248,0.003607943,0.01070848,0.0005424884,0.0001622304,0.0002725385,0.000009137796,0.001302865,0.00004673604,0.9822137,0.0002502112],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2027044,0.7942969,0.00002376562,0.0001203513,0.0001579863,0.00240592,0.0002557565,0.00001471398,0.00002031216],"genre_scores_gemma":[0.03861318,0.9596342,0.0002455237,0.00001485651,0.00003455843,0.0006991948,0.00004899585,0.00002704995,0.0006824113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9916359,"threshold_uncertainty_score":0.5575117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2944657022269896,"score_gpt":0.3936733742127919,"score_spread":0.09920767198580227,"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."}}