{"id":"W4403145907","doi":"10.1186/s13027-024-00605-3","title":"Gastrointestinal cancer resistance to treatment: the role of microbiota","year":2024,"lang":"en","type":"review","venue":"Infectious Agents and Cancer","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cancer; Resistance (ecology); Gastrointestinal cancer; Tropical medicine; Internal medicine; Intensive care medicine; Bioinformatics; Colorectal cancer; Pathology; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004323948,0.0004179039,0.001158312,0.0001093102,0.0001260765,0.0000359146,0.00006879526,0.00005616618,0.0001918682],"category_scores_gemma":[0.000009352379,0.0002096715,0.0003427932,0.0003308824,0.00009222099,0.00001617112,0.00008077153,0.0001654133,0.00001478926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006797569,"about_ca_system_score_gemma":0.0003821168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306308,"about_ca_topic_score_gemma":0.003592474,"domain_scores_codex":[0.9987974,0.00003035382,0.0003415549,0.0004291261,0.0001363924,0.0002651942],"domain_scores_gemma":[0.9993849,0.00003991173,0.0001489082,0.0002429104,0.00007976723,0.000103615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005451979,0.00008936964,0.001279972,0.004092441,0.001282916,0.00003622146,0.0002587058,4.695168e-7,0.000005459992,0.00003918846,0.003932831,0.9889279],"study_design_scores_gemma":[0.0002857241,0.000399604,0.0004292803,0.01561345,0.004625266,0.0001328678,0.00003064237,5.971157e-7,0.000006553993,0.00001911928,0.9782945,0.000162388],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006726664,0.9924762,4.70179e-7,0.0002023992,0.0003142983,0.001186215,0.0004809912,0.00003462351,0.004632195],"genre_scores_gemma":[0.001376717,0.9891312,0.00001114694,0.0001140069,0.0003121808,0.001243388,0.00001184141,0.00005023629,0.007749336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887655,"threshold_uncertainty_score":0.8550156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009106624997444,"score_gpt":0.3535312106097875,"score_spread":0.3234401443598131,"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."}}