{"id":"W2277105309","doi":"","title":"IDF Watch - 2009 update from Montreal : summaries","year":2009,"lang":"en","type":"article","venue":"˜The œSouth African journal of diabetes & vascular disease","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Malignancy; Test (biology); Health care; Family medicine; Gerontology; Internal medicine; Endocrinology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002049732,0.002028603,0.002418986,0.005047341,0.0007689078,0.003878089,0.002829243,0.00407729,0.07975478],"category_scores_gemma":[0.006386617,0.0007135889,0.001458444,0.006715177,0.0004299019,0.002462264,0.001746026,0.003235428,0.0427734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004567824,"about_ca_system_score_gemma":0.00712753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1359961,"about_ca_topic_score_gemma":0.1846386,"domain_scores_codex":[0.998855,0.0001039168,0.0001479229,0.0001137985,0.0005247268,0.0002546055],"domain_scores_gemma":[0.9948186,0.0004246694,0.0005618053,0.0001213095,0.003096641,0.0009769342],"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":[0.00002486842,0.000007512841,0.0002360684,0.0001860543,0.000006430635,0.00002889185,0.000003828199,0.00003137888,0.00001697692,0.00006923223,0.9759504,0.02343839],"study_design_scores_gemma":[0.0000459372,0.00001238999,0.0042686,0.0008641067,0.00002361026,0.00008386119,0.00002309365,0.0000378946,0.0000356528,0.00007959143,0.9945108,0.00001455753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00166236,0.3193971,0.002059304,0.1287346,0.1857216,0.00108667,0.1518366,0.003110235,0.2063915],"genre_scores_gemma":[0.01239276,0.2680919,0.004898611,0.09684708,0.08125493,0.001623765,0.1487027,0.00136091,0.3848273],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1359961,"threshold_uncertainty_score":0.2704089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006416117482546831,"score_gpt":0.2074420425171251,"score_spread":0.2010259250345782,"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."}}