{"id":"W4412730783","doi":"10.37394/23208.2025.22.35","title":"The M.I.O.C. (Microbiota, Inflammation, Obesity, Cancer) Network","year":2025,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Inflammation; Cancer; Obesity; Medicine; Internal medicine","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":[0.002486994,0.001529225,0.001543687,0.00325911,0.00162563,0.005006237,0.001807628,0.003346063,0.198162],"category_scores_gemma":[0.005790276,0.0004322607,0.000854905,0.002159062,0.00112041,0.001410353,0.004947822,0.002835411,0.09771042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397433,"about_ca_system_score_gemma":0.005681248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525158,"about_ca_topic_score_gemma":0.001471845,"domain_scores_codex":[0.9979031,0.0005010204,0.00009756161,0.0005279636,0.0005788777,0.0003915053],"domain_scores_gemma":[0.9937719,0.0005512444,0.0007248141,0.0003841676,0.0007829989,0.003784971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001239058,0.0001909368,0.005416119,0.002078901,0.000244285,0.000366746,0.0001719651,0.0004792924,0.005132648,0.01122177,0.6321939,0.3412644],"study_design_scores_gemma":[0.0001224267,0.000238259,0.007654126,0.0007150208,0.0001251652,0.0005647212,0.00009254623,0.001143536,0.0007989386,0.004527679,0.9839807,0.0000367564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02307542,0.1934981,0.03099796,0.1387521,0.06523138,0.002072525,0.0725462,0.01967638,0.4541499],"genre_scores_gemma":[0.1323784,0.16807,0.03815898,0.02880756,0.0362462,0.003666662,0.07735851,0.003401911,0.5119118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.198162,"threshold_uncertainty_score":0.662918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008392073835249883,"score_gpt":0.2933755747084224,"score_spread":0.2849835008731725,"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."}}