{"id":"W4396554197","doi":"10.1016/j.jneb.2024.03.015","title":"Implementation and Evaluation of a Virtual Statewide Book Club to Address Nutrition Misinformation","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Club; Journal club; Nutrition Education; Extension (predicate logic); Literacy; Medical education; Psychology; Medicine; Pedagogy; Gerontology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01146961,0.000796122,0.0006637729,0.001218205,0.003130168,0.002165837,0.002464219,0.002159015,0.004564222],"category_scores_gemma":[0.02287432,0.0008219865,0.0008951745,0.0007850085,0.001310102,0.001674119,0.002636508,0.002732287,0.0007926188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268821,"about_ca_system_score_gemma":0.0131238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326531,"about_ca_topic_score_gemma":0.02406787,"domain_scores_codex":[0.9879776,0.007694545,0.0006079724,0.0008925935,0.001629659,0.001197578],"domain_scores_gemma":[0.9775659,0.009243568,0.001908869,0.00202417,0.003760831,0.0054967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01061866,0.6756487,0.02076567,0.0008731007,0.0002804179,0.0003085338,0.006036975,0.001979982,0.003041991,0.0006054948,0.003014811,0.2768256],"study_design_scores_gemma":[0.03112938,0.7072633,0.2009295,0.000678382,0.0009687939,0.0002704193,0.01764013,0.01150904,0.009836721,0.0008072262,0.01869619,0.0002709529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832565,0.00009051384,0.00139783,0.0004845652,0.00009523132,0.009755013,0.0001947997,0.0001939165,0.004531845],"genre_scores_gemma":[0.961695,0.00033821,0.01527994,0.0008851301,0.0001084251,0.01662454,0.000587627,0.00004911093,0.004431876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01326531,"threshold_uncertainty_score":0.0606578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096437933789173,"score_gpt":0.4337838510939112,"score_spread":0.3828194717560194,"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."}}