{"id":"W6920672393","doi":"10.60692/kzfar-teb63","title":"Prediabetes and cardiovascular complications study (PACCS): international collaboration 4 years' summary and future direction","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prediabetes; Diabetes mellitus; Disease; Obesity; Kidney disease; Vulnerability (computing); Type 2 diabetes; Confounding","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":[0.08173374,0.0008577303,0.001878296,0.004616132,0.001194945,0.004183811,0.001768683,0.002212249,0.001797725],"category_scores_gemma":[0.03714273,0.0005665991,0.002138813,0.01010244,0.0008166817,0.001933248,0.004539477,0.003024479,0.0006439731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892768,"about_ca_system_score_gemma":0.02024479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0199765,"about_ca_topic_score_gemma":0.03225921,"domain_scores_codex":[0.9716074,0.01580767,0.006253534,0.001337823,0.003542417,0.001451178],"domain_scores_gemma":[0.9323211,0.01297599,0.0124668,0.005407822,0.02568086,0.01114729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001961627,0.0004672567,0.5275739,0.009654277,0.004446792,0.0002526396,0.002664465,0.0007284448,0.0004569005,0.00379745,0.1325535,0.3154428],"study_design_scores_gemma":[0.0005919556,0.001110587,0.781326,0.02484648,0.002764658,0.000406738,0.00516156,0.000657577,0.0005736123,0.002247018,0.1801109,0.000202963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1186802,0.5120274,0.01143833,0.2575014,0.01919231,0.003821592,0.04994665,0.0004271411,0.02696502],"genre_scores_gemma":[0.5307194,0.2429424,0.05622507,0.04131832,0.009111319,0.01546588,0.09407609,0.0002849504,0.009856614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08173374,"threshold_uncertainty_score":0.4322545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714561277516594,"score_gpt":0.2256989118927801,"score_spread":0.2085532991176142,"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."}}