{"id":"W2127711218","doi":"10.1016/s1499-2671(09)34002-2","title":"Fighting Diabetes — The Tsunami of Noncommunicable Diseases","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Medicine; Diabetes mellitus; Enthusiasm; Type 2 diabetes; Family medicine; Gerontology; Psychology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002453164,0.0006511845,0.0006366683,0.0010146,0.003066893,0.004057006,0.0006434151,0.003339074,0.007270263],"category_scores_gemma":[0.004457321,0.0001927384,0.0005743842,0.0009390514,0.005774555,0.003225991,0.003455994,0.00922366,0.001312025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004171209,"about_ca_system_score_gemma":0.01362302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05363209,"about_ca_topic_score_gemma":0.08393318,"domain_scores_codex":[0.998921,0.0002618694,0.00006551771,0.00007380417,0.0002702633,0.0004074853],"domain_scores_gemma":[0.9967026,0.0005058594,0.0002518217,0.0001110031,0.0005191491,0.001909702],"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":[0.0008592671,0.0004031981,0.02237355,0.0009575218,0.0002939719,0.001403049,0.003213893,0.0008045456,0.004175449,0.09669059,0.5352458,0.3335791],"study_design_scores_gemma":[0.0001396574,0.000454424,0.03408967,0.001095892,0.0001064143,0.0007763258,0.01203219,0.00043983,0.0006508235,0.09586592,0.8542579,0.00009099529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01242332,0.0828217,0.0006942831,0.8656598,0.01983212,0.00001882095,0.0002530768,0.00006717031,0.01822978],"genre_scores_gemma":[0.3969513,0.2298463,0.003093529,0.2921504,0.04613947,0.00007525586,0.0005154034,0.00006987536,0.03115857],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05363209,"threshold_uncertainty_score":0.1066398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009329853760713252,"score_gpt":0.2189390838214383,"score_spread":0.209609230060725,"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."}}