{"id":"W4327544761","doi":"10.20944/preprints202303.0300.v1","title":"Associations Between Health Behaviours, Gastrointestinal Symptoms, and Gut Microbiota in a Cross-Sectional Sample of Cancer Survivors: Secondary Analysis from the Chemo-Gut Study","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Regina; University of Calgary","funders":"","keywords":"Lachnospiraceae; Gut flora; Medicine; Bacteroides; Cross-sectional study; Internal medicine; Irritable bowel syndrome; Physiology; Gastroenterology; Immunology; Biology; Pathology; Firmicutes","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":[0.001655898,0.0003646088,0.0007521147,0.001102646,0.0005662053,0.000599136,0.0004614011,0.0004949461,0.001824526],"category_scores_gemma":[0.003416266,0.0003994141,0.0009395606,0.001572789,0.0002549318,0.0003374208,0.001021411,0.0006190236,0.0004570108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257096,"about_ca_system_score_gemma":0.0004908244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008714741,"about_ca_topic_score_gemma":0.009138037,"domain_scores_codex":[0.9989857,0.0003882196,0.0001268052,0.0001922179,0.0001777106,0.0001292977],"domain_scores_gemma":[0.9973928,0.0005431647,0.0007110496,0.0003713408,0.0005686107,0.0004130779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003869827,0.0001613592,0.9975023,0.00005268713,0.0002143157,0.00004698485,0.0001748838,0.00003496533,0.0003456524,0.00000910657,0.0003265192,0.0007442997],"study_design_scores_gemma":[0.00003441694,0.0003670344,0.9988865,0.000007895819,0.00008417203,0.0000684047,0.0002164872,0.0001089339,0.00005359784,0.000006215587,0.0001629777,0.000003375662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963605,0.00009706961,0.0001698325,0.00002578504,0.000005465342,0.0001088111,0.002970485,0.000008550044,0.0002535735],"genre_scores_gemma":[0.9933682,0.0000928093,0.0003218064,0.00007676446,0.00001337907,0.000314127,0.005503444,0.000008457013,0.0003009813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008714741,"threshold_uncertainty_score":0.01732802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09827541262223086,"score_gpt":0.3995637761953804,"score_spread":0.3012883635731495,"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."}}