{"id":"W4280582956","doi":"10.1186/s12937-022-00784-y","title":"Weight gain attempts and diet modification efforts among adults in five countries: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Nutrition Journal","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Waterloo; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Public Health Agency; Public Health Agency of Canada; American Heart Association","keywords":"Weight gain; Medicine; Calorie; Environmental health; Clinical nutrition; Red meat; Demography; Obesity; Gerontology; Cross-sectional study; Confidence interval; Refined grains; Food science; Body weight; Whole grains; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00189824,0.0003475687,0.00046084,0.00110853,0.0007329367,0.0009202198,0.0004259369,0.0006391932,0.001090868],"category_scores_gemma":[0.002594792,0.0006527646,0.0007898479,0.002091042,0.0003931123,0.0007233725,0.0009546576,0.0008948581,0.0002447839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219247,"about_ca_system_score_gemma":0.0005052894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02041754,"about_ca_topic_score_gemma":0.02399313,"domain_scores_codex":[0.9991593,0.0002457567,0.0001747272,0.0001633334,0.0001402816,0.000116496],"domain_scores_gemma":[0.9977795,0.0003060916,0.001107409,0.0001742937,0.0002832121,0.0003495043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001588555,0.00003024148,0.9993765,0.00001125014,0.00004414607,0.00001567479,0.000172727,0.000006506275,0.00002169487,0.000005584049,0.00003905392,0.0002607776],"study_design_scores_gemma":[0.000003772406,0.00006556936,0.9989605,0.00001342059,0.00003458796,0.00007067697,0.0006888492,0.00003722302,0.00001383188,0.000003670365,0.0001054799,0.000002512514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986795,0.0002624693,0.00005919891,0.0000374752,0.00000549007,0.00002851642,0.0006538309,0.000002876551,0.0002707669],"genre_scores_gemma":[0.9987296,0.0002252164,0.0002070067,0.00006827932,0.000005598623,0.00003842573,0.0006523387,0.000001492608,0.00007199618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02041754,"threshold_uncertainty_score":0.04059738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136612397677555,"score_gpt":0.3296688469442125,"score_spread":0.3083027229674369,"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."}}