{"id":"W4385320595","doi":"10.3390/cancers15153761","title":"Trends in Diet and Cancer Research: A Bibliometric and Visualization Analysis","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Cancer Institute; National Institutes of Health","keywords":"Visualization; Data science; Computer science; Information retrieval; Data mining","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":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0004030273,0.000154449,0.001104335,0.05625118,0.00007594901,0.00002879227,0.00004040431,0.00012586,0.00008533565],"category_scores_gemma":[0.0001195396,0.0001223561,0.0001461394,0.157389,0.0001132023,0.00002851649,0.00008165218,0.0002126078,0.000003044432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009780745,"about_ca_system_score_gemma":0.0002386026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980463,"about_ca_topic_score_gemma":0.001397421,"domain_scores_codex":[0.9987043,0.00007173047,0.0002755436,0.0003691083,0.0003323485,0.0002469314],"domain_scores_gemma":[0.9993665,0.000222939,0.00007473803,0.0001143957,0.0001025953,0.0001187815],"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":[0.00004533236,0.00001196314,0.001578403,0.0110417,0.001168378,0.00003346614,0.00004178403,0.000002334354,5.308696e-8,0.00008502135,0.01521059,0.970781],"study_design_scores_gemma":[0.0003686991,0.000141676,0.006276837,0.00525839,0.001968157,0.000002019125,0.00006856555,0.00004274902,2.914191e-8,0.00002339806,0.9857231,0.0001264177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001914202,0.9988108,0.000001126561,0.0000973308,0.00005761491,0.0002406726,0.0001482357,0.00001848766,0.000434315],"genre_scores_gemma":[0.0001163817,0.9981968,0.000007387606,0.00003271669,0.0001642635,0.000321854,0.0002299806,0.00002586519,0.0009046979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9706545,"threshold_uncertainty_score":0.9544454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3436757821341676,"score_gpt":0.5388033269386409,"score_spread":0.1951275448044733,"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."}}