{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005113332,0.0004505537,0.00104434,0.001200454,0.0002444471,0.001207463,0.0003722606,0.000713093,0.003473741],"category_scores_gemma":[0.001328757,0.0001284209,0.0007062292,0.001031837,0.0003615168,0.0007715825,0.0004963698,0.001124995,0.0005772672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004686451,"about_ca_system_score_gemma":0.001267085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384434,"about_ca_topic_score_gemma":0.002244932,"domain_scores_codex":[0.9996659,0.0001086437,0.0000522193,0.00004300148,0.0001038957,0.0000263548],"domain_scores_gemma":[0.9995123,0.0003002269,0.00006416257,0.00001051478,0.00009254799,0.0000202468],"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":[0.00009628952,0.00006753772,0.0005319362,0.0532446,0.0002663516,0.0001723043,0.0001657227,0.0002270886,0.001341916,0.003312969,0.02205231,0.9185209],"study_design_scores_gemma":[0.00002781893,0.0002123036,0.003404449,0.02263316,0.0004693978,0.001532033,0.0002036355,0.0001019495,0.0006207034,0.001895093,0.9688792,0.00002035476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002555468,0.9981976,0.00005878563,0.0004786938,0.0001386087,0.000004840347,0.00001741836,0.000004341583,0.0008442025],"genre_scores_gemma":[0.001673525,0.9975591,0.0001133947,0.0002257004,0.0001098278,0.000005848838,0.00001899973,0.000001001918,0.0002927286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003473741,"threshold_uncertainty_score":0.01162076,"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."}}