{"id":"W2037493765","doi":"10.1136/ebn.12.1.12","title":"Intensive glucose control did not prevent important complications in type 2 diabetesCommentary","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intensive care medicine; Control (management); Medicine; Internal medicine; Computer science; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006411812,0.0004621337,0.0009008767,0.0008134228,0.0001590312,0.00006594972,0.000413458,0.0003976687,0.0001975026],"category_scores_gemma":[0.0006942388,0.0004140532,0.0002889777,0.0006510938,0.0004167077,0.000198469,0.00005869925,0.002189237,0.0001279011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009724947,"about_ca_system_score_gemma":0.0004816561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008635224,"about_ca_topic_score_gemma":0.000005260239,"domain_scores_codex":[0.9961277,0.0003828314,0.0008212357,0.0007754939,0.0009741996,0.00091855],"domain_scores_gemma":[0.9970655,0.0009953233,0.0003202555,0.000934183,0.0005096474,0.0001750707],"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":[0.0002882761,0.0003926797,0.01264672,0.0005738252,0.000169991,0.00103965,0.0001273649,0.0000253758,0.0006488134,0.000004296149,0.9650215,0.01906152],"study_design_scores_gemma":[0.01032522,0.003829768,0.09208881,0.0979681,0.001978226,0.00005098361,0.0002936599,0.01133215,0.005627878,0.000409244,0.7737679,0.002328041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0137784,0.009001574,0.0001400249,0.9728774,0.0008206013,0.002655345,0.00003861898,0.0001069514,0.0005810909],"genre_scores_gemma":[0.1292019,0.0009761244,0.0003780666,0.8646355,0.001783187,0.0002230281,0.001048051,0.0001239012,0.001630192],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1912536,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06759828360081317,"score_gpt":0.3405861286844853,"score_spread":0.2729878450836721,"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."}}