{"id":"W4313215876","doi":"10.1016/j.isci.2022.105839","title":"Sex differences in the oral microbiome, host traits, and their causal relationships","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Microbiome; Host (biology); Oral Microbiome; Biology; Evolutionary biology; Ecology; Psychology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003186036,0.0005777244,0.0004540782,0.0007440874,0.0003415808,0.0009147666,0.0003716789,0.0004722411,0.007038073],"category_scores_gemma":[0.00528828,0.0002481825,0.001472426,0.0006368606,0.0005188939,0.0003544941,0.0006475349,0.0007647288,0.0003567446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238989,"about_ca_system_score_gemma":0.0006992709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447604,"about_ca_topic_score_gemma":0.001796673,"domain_scores_codex":[0.9972199,0.001335347,0.0001660982,0.000742787,0.0002678098,0.0002680043],"domain_scores_gemma":[0.9972253,0.001289986,0.0006423013,0.0005805886,0.0001054545,0.0001564397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003790546,0.0001745976,0.8340269,0.0006691691,0.005809674,0.001485264,0.000539215,0.0008200403,0.04667473,0.008192149,0.002080765,0.09573704],"study_design_scores_gemma":[0.0001203787,0.0008384183,0.9564644,0.0001551898,0.002602607,0.001790249,0.0004298901,0.004066443,0.01157515,0.01213194,0.009777698,0.00004765546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310219,0.009754298,0.04475857,0.001068366,0.0005129144,0.0001209378,0.006881143,0.0003371714,0.005544742],"genre_scores_gemma":[0.9932448,0.0005494089,0.004316971,0.0001952677,0.00004179648,0.00006115002,0.0005342422,0.0000366667,0.001019687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007038073,"threshold_uncertainty_score":0.02354473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318300299341471,"score_gpt":0.2599262921309803,"score_spread":0.2280962621968332,"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."}}