{"id":"W4386317543","doi":"10.1093/dote/doad052.164","title":"351. INVESTIGATING THE IMPACT OF INDUCTION CHEMOTHERAPY FOR ESOPHAGEAL ADENOCARCINOMA ON THE GUT MICROBIOME","year":2023,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Microbiome; Medicine; Esophageal adenocarcinoma; Adenocarcinoma; Feces; 16S ribosomal RNA; Esophageal cancer; Internal medicine; Oncology; Cancer; Biology; Gene; Bioinformatics; Genetics; Microbiology","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":[0.0006808473,0.0002826688,0.0005444055,0.0004091179,0.0003486156,0.0006392396,0.0002177092,0.0004509088,0.003930392],"category_scores_gemma":[0.001070129,0.0001643853,0.0007124908,0.0005322861,0.0002202352,0.0003150489,0.0005643506,0.0004362362,0.0008821305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004705715,"about_ca_system_score_gemma":0.0008946586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484789,"about_ca_topic_score_gemma":0.00191383,"domain_scores_codex":[0.9995289,0.0001491886,0.00003198148,0.0001086816,0.00009918089,0.0000821522],"domain_scores_gemma":[0.9995123,0.0001154273,0.0001340547,0.00002523954,0.00010869,0.0001043026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005533056,0.0007830737,0.4181181,0.002894746,0.0005303167,0.0005282325,0.0007814167,0.001899687,0.4066154,0.0003166471,0.004635982,0.1573633],"study_design_scores_gemma":[0.000104751,0.005158774,0.9224966,0.0003706173,0.0006587056,0.0006521944,0.0007634075,0.00291145,0.05110182,0.0004759846,0.01525461,0.00005115697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836329,0.006509018,0.001938278,0.0006084548,0.00007906403,0.0002208248,0.004816453,0.0000736256,0.002121448],"genre_scores_gemma":[0.9849686,0.002461635,0.00451763,0.0004885878,0.00005902069,0.0003218027,0.005292347,0.00003993318,0.001850355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003930392,"threshold_uncertainty_score":0.01314849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940156653110053,"score_gpt":0.3455679695552629,"score_spread":0.3061664030241623,"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."}}