{"id":"W4404406067","doi":"10.1101/2024.11.12.623243","title":"Bitter taste genetics and oral health in Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Taste; Genetics; Longitudinal study; Psychology; Medicine; Gerontology; Biology; Neuroscience; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001120753,0.0004269577,0.0004239888,0.001066566,0.002106319,0.0008016931,0.0007179757,0.0004317579,0.002671134],"category_scores_gemma":[0.00157091,0.0002095224,0.0006262634,0.002013409,0.0004102294,0.0001990595,0.0005409151,0.0006627669,0.000226875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343099,"about_ca_system_score_gemma":0.008150777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9618762,"about_ca_topic_score_gemma":0.961623,"domain_scores_codex":[0.9994012,0.00004569103,0.00002440664,0.0001420293,0.0002152221,0.0001715147],"domain_scores_gemma":[0.9989961,0.00005727862,0.0001723845,0.00007413053,0.0004861328,0.0002140053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521227,0.00002013617,0.9945723,0.00001592659,0.0001350986,0.00007621803,0.0001848265,0.00007022626,0.0004356488,0.0001401062,0.001351401,0.002845937],"study_design_scores_gemma":[0.00001089317,0.00001545824,0.9985702,0.000009800393,0.00005648004,0.00005206148,0.0001442428,0.0001648189,0.00008888659,0.00004339558,0.000837079,0.000006599399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868866,0.001106522,0.0003023451,0.0004564339,0.00003209743,0.00003531078,0.008565551,0.0000238499,0.002591324],"genre_scores_gemma":[0.9938719,0.0004814286,0.0004185094,0.0001543399,0.00001395648,0.00001847688,0.003452506,0.00001005573,0.001578764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03812379,"threshold_uncertainty_score":0.07669657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615443234047432,"score_gpt":0.2939198352010044,"score_spread":0.2577654028605301,"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."}}