{"id":"W4297965113","doi":"10.1111/acel.13722","title":"Mistakes in terminology cause false conclusions: Vitamin D does not increase the risk of dementia","year":2022,"lang":"en","type":"article","venue":"Aging Cell","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Terminology; Dementia; Vitamin D and neurology; Calcitriol; Disease; Intensive care medicine; Psychology; Medicine; Psychiatry; Pathology; Linguistics; Philosophy","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":[0.000783981,0.0001136092,0.0002620876,0.000163891,0.0003038594,0.000006279378,0.0002171316,0.00002510184,0.0002041447],"category_scores_gemma":[0.0005705894,0.00006755774,0.00006621041,0.000208484,0.0002452869,0.00002672945,0.0004221852,0.0004209043,0.000007967041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007864796,"about_ca_system_score_gemma":0.00009134752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202553,"about_ca_topic_score_gemma":0.0003242539,"domain_scores_codex":[0.9984649,0.0003942634,0.0002713196,0.0002256342,0.0003404443,0.0003034769],"domain_scores_gemma":[0.9986219,0.0007514578,0.0001172784,0.0004009243,0.00005206927,0.00005640934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330315,0.0005974574,0.9094564,0.0002486951,0.0003313661,0.001088015,0.008660703,0.00005172249,0.07250775,0.00005746946,0.004572788,0.002294551],"study_design_scores_gemma":[0.006582091,0.0007554595,0.8306626,0.0001505508,0.0008506131,0.0001105102,0.04394202,0.0007157094,0.09444883,0.0002565677,0.02114657,0.0003784354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994366,0.001632046,0.000005324324,0.002191527,0.00009989593,0.0003723661,0.00006088242,0.00002257261,0.001249355],"genre_scores_gemma":[0.996995,0.0002973967,0.0001173765,0.0003831398,0.0000335277,0.0000879108,0.00001139026,0.0000145245,0.002059732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07879382,"threshold_uncertainty_score":0.3062009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903292199743469,"score_gpt":0.2897961392052131,"score_spread":0.2707632172077784,"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."}}