{"id":"W7115815285","doi":"","title":"Early Exposures, Body Composition and the Gut Microbiome","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microbiome; Bifidobacterium; Gut flora; Gut microbiome; Bacteroides; Feces; Antibiotics; Anthropometry; Pregnancy; Immune system","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":[0.0002091138,0.0001661851,0.0001851839,0.0003683046,0.000358624,0.0005602954,0.0001541117,0.0002499467,0.001056113],"category_scores_gemma":[0.0008204983,0.0001361068,0.0001210462,0.0004133088,0.000275064,0.0002612506,0.0003908912,0.000249884,0.0001425457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823923,"about_ca_system_score_gemma":0.0003581069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341009,"about_ca_topic_score_gemma":0.023994,"domain_scores_codex":[0.9998192,0.00004864139,0.000007944686,0.00003965409,0.00003639617,0.00004818298],"domain_scores_gemma":[0.999639,0.0000576302,0.0001516666,0.00002469357,0.0000337781,0.00009323187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087648,0.00004009835,0.9834509,0.00002629386,0.00003829,0.0001921431,0.0002838023,0.00006741847,0.007785588,0.00007815556,0.00009968365,0.007728791],"study_design_scores_gemma":[2.822883e-7,0.00002897039,0.9996706,0.00000301651,0.00000291526,0.00004358216,0.00004991271,0.00002300542,0.0001059597,0.0000107679,0.00006004132,8.829256e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987146,0.0005422327,0.0001195517,0.00004634171,0.000002379204,0.00000338196,0.0002250483,0.000003320724,0.0003432381],"genre_scores_gemma":[0.9990133,0.0002760603,0.0002674084,0.00003327734,0.000004081853,0.00000580622,0.0001253677,0.000001627385,0.0002730743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341009,"threshold_uncertainty_score":0.02666408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005178310761185234,"score_gpt":0.2051978378506321,"score_spread":0.2000195270894468,"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."}}