{"id":"W1958867659","doi":"10.1093/jn/131.9.2591s","title":"In Search of the Magic Nutraceutical: Problems with Current Approaches","year":2001,"lang":"en","type":"review","venue":"Journal of Nutrition","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Generalizability theory; Context (archaeology); Randomized controlled trial; Medicine; Psychological intervention; Clinical trial; Intensive care medicine; Blinding; Tolerability; Quality (philosophy); Inference; Clinical study design; Risk analysis (engineering); Medical physics; Computer science; Psychology; Alternative medicine; Artificial intelligence; Surgery; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007319615,0.0001655471,0.001081385,0.0001541263,0.00002779502,0.00001276106,0.000146069,0.0001059269,0.000040352],"category_scores_gemma":[0.00007771653,0.00007718943,0.0003301788,0.0005690336,0.0001116327,0.0001179235,0.00003848727,0.001395917,0.000003359625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142929,"about_ca_system_score_gemma":0.0001637053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003165155,"about_ca_topic_score_gemma":0.000002048063,"domain_scores_codex":[0.9982185,0.0002532233,0.0007268729,0.0001119774,0.0005075894,0.0001818809],"domain_scores_gemma":[0.9987549,0.0002672658,0.0006154574,0.0001234126,0.0001464597,0.00009250514],"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":[0.0002353191,0.00313001,0.0001494152,0.07189798,0.000257951,0.00006933045,0.00005810381,0.000001785458,0.000001438919,0.0001076608,0.0009424689,0.9231485],"study_design_scores_gemma":[0.001200113,0.0003694072,0.00007163794,0.05126033,0.001262131,0.001368385,0.00005351737,0.000009685451,0.000004635072,0.0001315735,0.944194,0.00007455919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007929082,0.9956295,0.00002182378,0.002548433,0.0001444656,0.0008593419,0.000005306262,0.000001826311,0.0007099354],"genre_scores_gemma":[0.0003062752,0.9989586,0.0001998263,0.00003152324,0.0004379618,0.00001484575,0.000002526218,0.00001553762,0.00003283338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9432516,"threshold_uncertainty_score":0.6064643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4041222666872403,"score_gpt":0.4693500231624775,"score_spread":0.06522775647523721,"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."}}