{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008099061,0.0003750654,0.0004086575,0.000723813,0.001014239,0.0006633311,0.0004825825,0.00004547401,0.000499238],"category_scores_gemma":[0.00007186526,0.000262086,0.0004884228,0.001004725,0.0009321133,0.001213119,0.0001552754,0.0002172364,0.0003668915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006001621,"about_ca_system_score_gemma":0.002238469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004435672,"about_ca_topic_score_gemma":0.00000310055,"domain_scores_codex":[0.9951029,0.000060949,0.0004688511,0.0008928837,0.002210871,0.001263551],"domain_scores_gemma":[0.9964694,0.00005471731,0.0002686032,0.0004556581,0.0006715428,0.002080109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0214009,0.01881984,0.5038687,0.0004291872,0.04720855,0.004488166,0.004573979,0.002977129,0.09952927,0.02172895,0.02341143,0.2515639],"study_design_scores_gemma":[0.1238352,0.04259813,0.2125496,0.003515522,0.02177683,0.003709868,0.00347498,0.09445392,0.2473948,0.1878815,0.05182263,0.006987046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685189,0.00426938,0.001099567,0.01116329,0.004521018,0.003617423,0.0001819963,0.0001173784,0.006511108],"genre_scores_gemma":[0.995599,0.0001461128,0.001366696,0.0002445041,0.0006323548,0.00004250451,0.00002978772,0.00003971772,0.001899267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913191,"threshold_uncertainty_score":0.9999831,"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."}}