{"id":"W3131690458","doi":"10.3390/cancers13040767","title":"The Multifaceted Roles of Diet, Microbes, and Metabolites in Cancer","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; W. Garfield Weston Foundation","keywords":"Context (archaeology); Cancer; Cancer prevention; Variety (cybernetics); Medicine; Bioinformatics; Biology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007396315,0.0006122485,0.001112796,0.001941494,0.0003649886,0.00122791,0.0006350341,0.00110494,0.002814301],"category_scores_gemma":[0.001259586,0.0002140108,0.0005144488,0.002028087,0.0006736452,0.001390275,0.0008994434,0.001757242,0.001076122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006687077,"about_ca_system_score_gemma":0.001122636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285323,"about_ca_topic_score_gemma":0.002618009,"domain_scores_codex":[0.9997436,0.00006519901,0.00004106376,0.00004546531,0.00007997931,0.00002459781],"domain_scores_gemma":[0.9993697,0.0004260645,0.00006407454,0.00001607025,0.00009385396,0.00003028497],"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":[0.00009147496,0.00004564865,0.00040481,0.02372299,0.0001524249,0.0003056286,0.0001573171,0.0002848813,0.001850454,0.008047319,0.02586699,0.93907],"study_design_scores_gemma":[0.000008435044,0.00009115749,0.001375604,0.00795102,0.0001495868,0.001538605,0.0001628269,0.00006038441,0.0005656503,0.004480381,0.9835932,0.00002305928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009031652,0.9985209,0.00009908947,0.0005225748,0.0002265174,0.000001901534,0.00001303741,0.000004173804,0.0005215519],"genre_scores_gemma":[0.0004373191,0.9988502,0.0001012677,0.0002090937,0.0001538806,0.000002195868,0.00001233309,8.243425e-7,0.0002328466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002814301,"threshold_uncertainty_score":0.009414732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516292250442972,"score_gpt":0.3435924939014925,"score_spread":0.3184295713970628,"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."}}