{"id":"W4401571825","doi":"10.18632/oncotarget.28634","title":"The gut barrier as a gatekeeper in colorectal cancer treatment","year":2024,"lang":"en","type":"review","venue":"Oncotarget","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Colorectal cancer; Medicine; Internal medicine; Cancer; Cancer research; Oncology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001488656,0.0003743643,0.0006286463,0.00005271582,0.0001008228,0.00005241646,0.0002280209,0.0004028535,0.00009457753],"category_scores_gemma":[0.00001798733,0.0002116672,0.0003854273,0.0001312833,0.00006562573,0.000001115527,0.0001025771,0.0002357892,0.0003348348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002769474,"about_ca_system_score_gemma":0.00154376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000385733,"about_ca_topic_score_gemma":0.002083098,"domain_scores_codex":[0.9985278,0.0001211432,0.0003599233,0.0005003989,0.00007814551,0.0004125627],"domain_scores_gemma":[0.9994739,0.0000193626,0.00009270266,0.0002881342,0.00002372918,0.0001021337],"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":[0.0001215645,0.0002533463,0.0002491078,0.006733747,0.001303649,0.0001649321,0.0003343007,0.000002148068,0.008539564,0.0003027251,0.1148773,0.8671176],"study_design_scores_gemma":[0.0001562454,0.0002272302,0.00002094339,0.0009487662,0.0002256593,0.00003461213,0.00001211048,6.46119e-7,0.00009697201,0.0000183638,0.9980236,0.0002348292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002376475,0.9942111,2.183182e-7,0.0001543724,0.000697122,0.0006514357,0.0002104877,0.00001046782,0.001688282],"genre_scores_gemma":[0.000129345,0.9859744,0.00001798754,0.0001202952,0.0005318468,0.0004816333,0.0003545821,0.00006508523,0.01232478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8831463,"threshold_uncertainty_score":0.8631537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113043421472316,"score_gpt":0.372820587308211,"score_spread":0.3516901530934879,"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."}}