{"id":"W2413243023","doi":"10.1191/1358863x04vm552xx","title":"Vascular viewpoint","year":2004,"lang":"en","type":"article","venue":"Vascular Medicine","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Mediterranean diet; Prospective cohort study; Population; Diabetes mellitus; Demography; European Prospective Investigation into Cancer and Nutrition; Cohort; Internal medicine; Environmental health; Endocrinology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001593028,0.0004863594,0.0006661742,0.0007726633,0.001234194,0.004556986,0.001283208,0.006282577,0.3260503],"category_scores_gemma":[0.01088145,0.0002276245,0.0005377872,0.00077138,0.001419534,0.003392663,0.001832706,0.004693066,0.1935486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366174,"about_ca_system_score_gemma":0.002491056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439146,"about_ca_topic_score_gemma":0.002049053,"domain_scores_codex":[0.9988128,0.0002969562,0.00009131662,0.0002692254,0.0003608169,0.0001689002],"domain_scores_gemma":[0.9963061,0.0008044079,0.0002383283,0.0004418697,0.00137928,0.0008300562],"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":[0.00004482441,0.00002349349,0.0004005005,0.0001722251,0.000005624339,0.0002273956,0.00008765009,0.00001926593,0.0001249514,0.008597221,0.9270118,0.0632851],"study_design_scores_gemma":[0.00001465293,0.00001235893,0.0003663016,0.0002579737,0.000004005013,0.0003421471,0.0001324531,0.00001480175,0.00004086474,0.002478426,0.996332,0.000004117368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001437266,0.01858172,0.0009271204,0.4056472,0.1230971,0.0001012541,0.002299506,0.0004601105,0.4474487],"genre_scores_gemma":[0.02286459,0.02165368,0.001062305,0.2502481,0.08892497,0.0001550769,0.002062533,0.0003520875,0.6126767],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3260503,"threshold_uncertainty_score":0.9613074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816724675193063,"score_gpt":0.2678689872918127,"score_spread":0.2497017405398821,"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."}}