{"id":"W2889847204","doi":"10.3332/ecancer.2018.867","title":"Moving on from Metchnikoff: thinking about microbiome therapeutics in cancer","year":2018,"lang":"en","type":"review","venue":"ecancermedicalscience","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Microbiome; Precision medicine; Medicine; Cancer; Computational biology; Gut microbiome; Bioinformatics; Biology; Internal medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006752172,0.0004538969,0.0009159803,0.0001778452,0.0001859926,0.00006534699,0.001215775,0.0006304018,0.0001804017],"category_scores_gemma":[0.00007658252,0.0003579741,0.0002354953,0.000513919,0.0005533352,0.000005701694,0.0002980878,0.0005207857,0.00007466117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272992,"about_ca_system_score_gemma":0.002155242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004673946,"about_ca_topic_score_gemma":0.0006561639,"domain_scores_codex":[0.9969959,0.0001823528,0.000649884,0.001132732,0.0003308505,0.0007083386],"domain_scores_gemma":[0.9986381,0.00007782633,0.0003779753,0.0006794505,0.00005408788,0.0001725894],"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":[0.00001645994,0.0001232192,0.00006045513,0.001787611,0.00009453009,0.00001272961,0.0002525982,0.000001876013,0.007869469,0.00003900376,0.006190541,0.9835515],"study_design_scores_gemma":[0.0001807654,0.0001123781,0.0001255204,0.008965593,0.00007224946,0.000006112094,0.00001000992,0.000006432903,0.0003006273,0.00004771964,0.9897714,0.0004011983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001191905,0.9961625,0.00007539787,0.0001349077,0.001270707,0.0004527283,0.0002099381,0.00001947651,0.0004824178],"genre_scores_gemma":[0.0002116856,0.9952183,0.0004199995,0.002242476,0.001221313,0.0000998884,0.0001529685,0.00005248534,0.0003808769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835808,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095918670998653,"score_gpt":0.3933161685211321,"score_spread":0.3423569818111456,"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."}}