{"id":"W4313126259","doi":"10.1177/2164957x221145940","title":"The Chemo-Gut Study: A Cross-Sectional Survey Exploring Physical, Mental, and Gastrointestinal Health Outcomes in Cancer Survivors","year":2022,"lang":"en","type":"article","venue":"Global Advances in Health and Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; University of Calgary","funders":"Killam Trusts","keywords":"Medicine; Bloating; Constipation; Internal medicine; Cross-sectional study; Gastrointestinal cancer; Cancer; Diarrhea; Mental health; Colorectal cancer; Chemotherapy; Cancer survivor; Physical therapy; Gastroenterology; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796746,0.0002060292,0.0006005645,0.00007819785,0.0005196816,0.00001511179,0.0001020848,0.00001195228,0.00002024594],"category_scores_gemma":[0.0002329854,0.0001456215,0.0000278861,0.0005567979,0.0002566257,0.0001249402,0.0001367026,0.000407058,2.587625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009109585,"about_ca_system_score_gemma":0.0004771591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08143285,"about_ca_topic_score_gemma":0.2126345,"domain_scores_codex":[0.9974785,0.0003256136,0.0005784705,0.0004602107,0.0005872758,0.0005699348],"domain_scores_gemma":[0.9988762,0.0003088414,0.0001848982,0.0001789009,0.00005004019,0.0004010806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008116154,0.0002382059,0.9756184,0.0002189673,0.000008195746,0.00001328715,0.002337507,0.00003777787,9.00577e-7,0.00007563272,0.00005526683,0.02058421],"study_design_scores_gemma":[0.002994246,0.002691827,0.973645,0.0001705141,0.00000262896,0.0000755807,0.01262286,0.00008731715,1.595844e-7,0.0001399706,0.007471824,0.00009805272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618812,0.03075347,0.000005966802,0.005183591,0.001081325,0.0008748914,0.0001170243,0.00002514841,0.00007737807],"genre_scores_gemma":[0.9892579,0.007940917,0.00001500794,0.002076692,0.0001727527,0.0004168803,0.00004006824,0.00001156646,0.00006823977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1312017,"threshold_uncertainty_score":0.924684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07851916611541578,"score_gpt":0.4329200167645451,"score_spread":0.3544008506491293,"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."}}