{"id":"W4376472515","doi":"10.1007/978-3-031-24663-0_32","title":"A Plague of False and Misleading Information","year":2023,"lang":"en","type":"book-chapter","venue":"Nutrition and health","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Plague (disease); Nutritionist; Credibility; Disease; Medicine; Political science; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.03925001,0.001327821,0.00207675,0.007514542,0.0035013,0.0127952,0.004001219,0.007087192,0.01267742],"category_scores_gemma":[0.1526947,0.001080802,0.0007955195,0.004396142,0.02507606,0.0257035,0.005927714,0.01714472,0.01218374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339007,"about_ca_system_score_gemma":0.003107605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736156,"about_ca_topic_score_gemma":0.004345874,"domain_scores_codex":[0.9747537,0.01256574,0.0008976978,0.0009797835,0.01039464,0.0004084297],"domain_scores_gemma":[0.8218517,0.1413251,0.004050657,0.009084974,0.02149268,0.002194772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058918,0.00002495497,0.0004299577,0.0005219982,0.00005272175,0.0005466974,0.004507659,0.0003661258,0.0004092915,0.3214032,0.5423073,0.1293242],"study_design_scores_gemma":[0.0000219602,0.00001576327,0.0002663767,0.001316797,0.00002897845,0.001397771,0.002202514,0.0009141464,0.000384063,0.4079098,0.5854719,0.00007003058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00291125,0.09312014,0.0503816,0.6888603,0.02622518,0.00008132369,0.0006025161,0.0009645094,0.1368532],"genre_scores_gemma":[0.08256551,0.1009097,0.0891969,0.5099879,0.06116951,0.0003674539,0.0005977021,0.003183427,0.152022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03925001,"threshold_uncertainty_score":0.2075764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177576475195616,"score_gpt":0.2884936824619225,"score_spread":0.2567179177099664,"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."}}