{"id":"W3159694638","doi":"10.15173/sciential.v1i3.2251","title":"Alternative Treatment for Alzheimer’s Disease: Porphyromonas gingivalis Inhibitors","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Porphyromonas gingivalis; Neuroinflammation; Proteases; Neurodegeneration; Virulence factor; Amyloid (mycology); Periodontal pathogen; Periodontitis; Microbiology; Inflammation; Virulence; Medicine; Biology; Immunology; Disease; Pathology; Internal medicine; Biochemistry; Enzyme","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001859311,0.0003977407,0.0003865381,0.000652379,0.0002920489,0.0004776328,0.0003250988,0.000594278,0.005840872],"category_scores_gemma":[0.0001275405,0.00008751843,0.0003417782,0.0003540662,0.0002000497,0.0003685399,0.0002967887,0.001002177,0.001206392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830969,"about_ca_system_score_gemma":0.0003341062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256666,"about_ca_topic_score_gemma":0.006326586,"domain_scores_codex":[0.9999212,0.00001183395,0.000005059672,0.00001158555,0.00002989262,0.0000205036],"domain_scores_gemma":[0.9999573,0.000005493494,0.0000123688,0.000001989891,0.000009344438,0.0000134406],"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":[0.00182505,0.001831697,0.001396128,0.002970524,0.0001374173,0.002080948,0.0001744158,0.0002935682,0.05072904,0.003790822,0.04037898,0.8943914],"study_design_scores_gemma":[0.0022043,0.004592563,0.01863399,0.001695912,0.0002857461,0.008021866,0.0003232633,0.0008052691,0.02933563,0.006403054,0.9276255,0.00007293857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09212138,0.8500812,0.003752413,0.0115421,0.001632468,0.0002655246,0.0004448655,0.0003336557,0.03982648],"genre_scores_gemma":[0.3443574,0.5859647,0.008619424,0.005754618,0.001535529,0.000325974,0.0005338946,0.00004324775,0.05286522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005840872,"threshold_uncertainty_score":0.01953965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0471964977202327,"score_gpt":0.3449073402277356,"score_spread":0.2977108425075028,"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."}}