{"id":"W2577728639","doi":"","title":"Retina mitochondrial dysfunction precedes Type 2 diabetes-induced hyperglycemia","year":2016,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Retina; Type 2 diabetes; Medicine; Diabetes mellitus; Internal medicine; Endocrinology; Biology; Ophthalmology; Neuroscience","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005280541,0.0002339519,0.0003822112,0.0002769721,0.0003124115,0.00004190676,0.0002661209,0.0001237335,0.0002984099],"category_scores_gemma":[0.003227686,0.0001471313,0.00009901053,0.001437405,0.003176622,0.000360239,0.0001223258,0.0002213414,0.0003282803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996826,"about_ca_system_score_gemma":0.000486846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004921648,"about_ca_topic_score_gemma":6.665227e-7,"domain_scores_codex":[0.9976371,0.0001617653,0.0003060164,0.0007741901,0.0005274976,0.0005934098],"domain_scores_gemma":[0.9983355,0.0002077926,0.0001719719,0.0003351341,0.0005195017,0.0004301057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009938829,0.00005846279,0.1176083,0.00000870547,0.00002854674,0.00005679001,0.00008759245,4.147465e-7,0.8804084,0.00002624412,0.0001601075,0.001457009],"study_design_scores_gemma":[0.0007117948,0.001890988,0.1438503,0.000206396,0.0000980323,0.0002450162,0.00006770605,0.0001686717,0.8512089,0.001188877,0.0001379696,0.0002253898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923501,0.00003934742,0.000005803809,0.002551372,0.0007283355,0.0001965012,0.0000020044,0.00008337919,0.004043136],"genre_scores_gemma":[0.9963883,0.000005281663,0.001199606,0.0002726147,0.0003247144,0.00002029114,0.000004273249,0.00001831696,0.001766673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919956,"threshold_uncertainty_score":0.9995362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917779392251879,"score_gpt":0.3366478364798717,"score_spread":0.2974700425573529,"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."}}