{"id":"W4393071054","doi":"10.1177/15347354241240141","title":"Associations Between Health Behaviors, Gastrointestinal Symptoms, and Gut Microbiota in a Cross-Sectional Sample of Cancer Survivors: Secondary Analysis from the Chemo-Gut Study","year":2024,"lang":"en","type":"article","venue":"Integrative Cancer Therapies","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Regina; University of Calgary","funders":"Killam Trusts; Alberta Cancer Foundation","keywords":"Lachnospiraceae; Gut flora; Medicine; Bacteroides; Internal medicine; Irritable bowel syndrome; Cross-sectional study; Physiology; Gastroenterology; Biology; Immunology; Pathology; Firmicutes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003778657,0.0002107924,0.0003796014,0.0001127267,0.0001475312,0.00008957305,0.0001769973,0.000078759,0.0001490554],"category_scores_gemma":[0.00003563316,0.0001496198,0.0001356819,0.000406663,0.0001948358,0.00001118464,0.00006626591,0.0003081953,6.086249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188491,"about_ca_system_score_gemma":0.0006061933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1104213,"about_ca_topic_score_gemma":0.2017943,"domain_scores_codex":[0.9985278,0.00021664,0.0004435995,0.0004541072,0.000114091,0.0002438103],"domain_scores_gemma":[0.999212,0.0001948236,0.0001768203,0.0001936006,0.0001710539,0.00005170883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003426584,0.00007249491,0.9168377,0.00001337398,0.0009077038,5.701482e-7,0.003644317,0.00001019662,0.0767648,0.00001248722,0.0002419455,0.001460139],"study_design_scores_gemma":[0.0003433063,0.0002321515,0.9959224,0.00007965453,0.000107225,0.000001019123,0.001142694,0.00000795461,0.001220321,0.00005221474,0.000761024,0.0001300615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720635,0.01441465,0.0002743201,0.0006431516,0.000121802,0.0003494602,0.0121145,0.0000118569,0.000006753528],"genre_scores_gemma":[0.997507,0.0006891834,0.0001932536,0.0002054125,0.000204112,0.0000802898,0.0009908121,0.00001923848,0.0001106874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09137297,"threshold_uncertainty_score":0.8955024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251721769610033,"score_gpt":0.3627291589150209,"score_spread":0.3402119412189206,"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."}}