{"id":"W2098437119","doi":"10.2337/db15-0011","title":"The Streetlight Effect—Is There Light at the End of the Tunnel?","year":2015,"lang":"en","type":"letter","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Glycemic; Diabetes mellitus; Type 2 diabetes; Intensive care medicine; Type 1 diabetes; Transplantation; Disease; Clinical trial; Surgery; Internal medicine; Endocrinology","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":[0.002952461,0.0007619634,0.001207372,0.0004754431,0.00250243,0.003377757,0.001409334,0.02127205,0.006472952],"category_scores_gemma":[0.01353285,0.0003250861,0.000935331,0.000509232,0.004545488,0.007060091,0.001264625,0.0280604,0.005702173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183015,"about_ca_system_score_gemma":0.001537239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120383,"about_ca_topic_score_gemma":0.002234232,"domain_scores_codex":[0.9982325,0.0006934282,0.0001514882,0.0002444628,0.0005054735,0.0001726548],"domain_scores_gemma":[0.9951638,0.002796715,0.0003443744,0.0002171776,0.0007487089,0.0007292666],"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":[0.00011299,0.00006485054,0.0009677205,0.0002115716,0.00003132721,0.006364944,0.0002609199,0.00006416841,0.0004196176,0.008090806,0.9330433,0.05036777],"study_design_scores_gemma":[0.00009731635,0.0001750704,0.0009436457,0.0007288926,0.00003512833,0.01959434,0.001015104,0.0002469639,0.0003228888,0.02511762,0.9516581,0.00006495018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006454412,0.009838932,0.0003834943,0.9628616,0.02326099,0.00001178175,0.00002234293,0.0000478303,0.002927547],"genre_scores_gemma":[0.008097997,0.01316461,0.0006673337,0.8954674,0.07739518,0.00002362753,0.00001893703,0.00003440091,0.005130507],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02127205,"threshold_uncertainty_score":0.02165419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025988216349592,"score_gpt":0.2236917752861338,"score_spread":0.2134318931226379,"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."}}