{"id":"W4393229335","doi":"10.1002/mds.29778","title":"Contribution of Nutritional, Lifestyle, and Metabolic Risk Factors to Parkinson's Disease","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Hazard ratio; Proportional hazards model; Confounding; Body mass index; Lower risk; Confidence interval; Internal medicine; Prospective cohort study; Cohort study; Population; Environmental health","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":[0.00009087103,0.0001787401,0.0002433498,0.0001848872,0.00007088316,0.00002744141,0.00003821831,0.00003593402,0.0001227936],"category_scores_gemma":[0.00008109266,0.0001473837,0.0001327833,0.0002221526,0.00003691004,0.00007701716,0.00003538442,0.00006538571,0.00001839112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004862569,"about_ca_system_score_gemma":0.00006112977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740039,"about_ca_topic_score_gemma":0.00002290696,"domain_scores_codex":[0.9989271,0.00003365002,0.0001897773,0.0003345032,0.0003000912,0.0002149001],"domain_scores_gemma":[0.999321,0.00004704384,0.00004115592,0.0001690755,0.00004736585,0.0003743416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004468147,0.001301021,0.9691123,0.000248107,0.0008701746,0.00004927809,0.000185156,0.00002524616,0.0008580096,0.01373919,0.002994465,0.01017019],"study_design_scores_gemma":[0.00154932,0.0002247859,0.8760226,0.0001515672,0.0006707584,1.366298e-7,0.0001121346,0.0003928151,0.001437262,0.01807149,0.1012134,0.0001537476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847977,0.01071298,0.001037806,0.001719174,0.0001507072,0.0007315049,0.0006573764,0.00007612423,0.0001166505],"genre_scores_gemma":[0.995613,0.003051322,0.0001510569,0.0006732635,0.00003723046,0.0001186959,0.0002101839,0.00002132707,0.0001239538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09821893,"threshold_uncertainty_score":0.6010134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008604099974773698,"score_gpt":0.2548394224797625,"score_spread":0.2462353225049888,"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."}}