{"id":"W4396934841","doi":"10.3389/fmicb.2024.1406526","title":"Gut microbiome alterations during gastric cancer: evidence assessment of case–control studies","year":2024,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microbiome; Cancer; Gut microbiome; Biology; Medicine; Physiology; Bioinformatics; Computational biology; Genetics","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0564268,0.002305678,0.01006543,0.01335799,0.001032155,0.004880644,0.002358137,0.002810447,0.002580511],"category_scores_gemma":[0.1800867,0.001550669,0.01920324,0.009466785,0.001849444,0.00293778,0.002328847,0.001402317,0.0001935351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307627,"about_ca_system_score_gemma":0.003923411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159626,"about_ca_topic_score_gemma":0.006276216,"domain_scores_codex":[0.9179304,0.03241962,0.03331583,0.00608856,0.009503107,0.0007425799],"domain_scores_gemma":[0.7963755,0.1422025,0.04489395,0.00651577,0.009270399,0.0007418232],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001902855,0.000122161,0.04552304,0.561452,0.3396078,0.0002933821,0.0003042475,0.0003856599,0.0006051596,0.0005295099,0.0005642138,0.04870996],"study_design_scores_gemma":[0.001065748,0.0009826254,0.06049092,0.2038976,0.7215325,0.001067944,0.0003483834,0.0003953707,0.0005378318,0.001338758,0.008249649,0.00009280522],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007643196,0.9888943,0.001553544,0.0003461343,0.0002023293,0.0005709523,0.0004784486,0.00001290609,0.000298276],"genre_scores_gemma":[0.3394696,0.6388544,0.01341576,0.001996145,0.000777825,0.003483273,0.001751435,0.00003380969,0.0002176998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899346,"threshold_uncertainty_score":0.298417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006647347810679,"score_gpt":0.3998627033678013,"score_spread":0.3597962298896945,"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."}}