{"id":"W7104958153","doi":"10.71781/28658","title":"Dysbiosis at the crossroads of antibiotics, iron and colorectal cancer: identifying the role of the gut microbiota in colorectal cancer promotion","year":2024,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Colonic disease; Population; Immunosurveillance; Cancer; Dysbiosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005369372,0.0002881539,0.0004688113,0.001164935,0.0004064173,0.001136656,0.0002027684,0.0006536785,0.002202278],"category_scores_gemma":[0.0008325807,0.0002370693,0.0003450309,0.0009768584,0.0005039239,0.0007371714,0.0007030462,0.0007235407,0.0003497841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006437764,"about_ca_system_score_gemma":0.0009990822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322073,"about_ca_topic_score_gemma":0.005039454,"domain_scores_codex":[0.9997815,0.00005863303,0.00001172446,0.00004159624,0.00005356126,0.00005304221],"domain_scores_gemma":[0.9995239,0.00007611695,0.0001307921,0.00003345846,0.0001020154,0.0001336978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003965747,0.0005442511,0.4236755,0.002333011,0.0003951069,0.00114115,0.001174361,0.0005595426,0.3305632,0.003431804,0.004289506,0.2279266],"study_design_scores_gemma":[0.00005958851,0.001360974,0.9473759,0.0005286371,0.0002731883,0.001553988,0.001961123,0.001340361,0.02024902,0.003390427,0.0218631,0.00004378079],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8956628,0.09013486,0.00197167,0.005658749,0.0002983453,0.00005801902,0.000375067,0.00005521418,0.005785258],"genre_scores_gemma":[0.951464,0.03914526,0.003318494,0.001321523,0.0002663163,0.00005626119,0.000311001,0.00001681623,0.004100225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003322073,"threshold_uncertainty_score":0.007367313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003867459148083401,"score_gpt":0.2057882541497606,"score_spread":0.2019207950016772,"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."}}