{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02372525,0.001217098,0.004066616,0.1760654,0.001366253,0.005459347,0.001263819,0.0007809581,0.005338757],"category_scores_gemma":[0.08995283,0.000559086,0.005010346,0.2515299,0.0008787258,0.003241822,0.002913232,0.0008007556,0.0007387058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003177388,"about_ca_system_score_gemma":0.008577489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00704784,"about_ca_topic_score_gemma":0.008322029,"domain_scores_codex":[0.9748089,0.007030953,0.008248908,0.001443948,0.007837999,0.0006292413],"domain_scores_gemma":[0.8907338,0.07739906,0.01438575,0.002809848,0.01382165,0.0008500019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008495349,0.0002022789,0.2689209,0.1595543,0.01462689,0.001140096,0.006499202,0.00348383,0.002510101,0.007540022,0.03774528,0.4969276],"study_design_scores_gemma":[0.0005148136,0.000828809,0.6243213,0.04804507,0.03418744,0.003670722,0.01424317,0.01821083,0.003311176,0.01679082,0.2353471,0.000528798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3043451,0.4333892,0.02267173,0.01064925,0.001169358,0.008264906,0.183266,0.00319637,0.03304806],"genre_scores_gemma":[0.6905484,0.1741308,0.07361931,0.0007089492,0.000778791,0.0109468,0.04504753,0.000353247,0.00386612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8239346,"threshold_uncertainty_score":0.1254727,"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."}}