{"id":"W1024618859","doi":"","title":"Progressive Retinal Dysfunction in Adolescents with Type 1 Diabetes using Visual Electrophysiology Markers","year":2011,"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":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Electrophysiology; Retinal; Medicine; Type 2 diabetes; Ophthalmology; Neuroscience; Diabetes mellitus; Psychology; Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004839134,0.0004633655,0.0002988791,0.001073429,0.0003113387,0.0006090765,0.0002309042,0.0004624718,0.000916752],"category_scores_gemma":[0.002389024,0.0002278231,0.0002636337,0.0005734873,0.0002429529,0.0005371261,0.0003049762,0.000829119,0.0001422478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067682,"about_ca_system_score_gemma":0.0002170507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032266,"about_ca_topic_score_gemma":0.002234719,"domain_scores_codex":[0.9997198,0.00008042002,0.00003998445,0.00005051088,0.00006375412,0.00004539301],"domain_scores_gemma":[0.9990933,0.0002680151,0.0003370812,0.00003545403,0.0001236263,0.0001425789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191587,0.0001137924,0.9930785,0.00001133522,0.00001583813,0.001999682,0.0001317813,0.00003839214,0.000939448,0.00003466394,0.00005223083,0.003465191],"study_design_scores_gemma":[0.00001256313,0.0004315629,0.9862061,0.00003549501,0.00007085716,0.01107972,0.0005930637,0.0005408879,0.0007253527,0.00008624396,0.0002126073,0.000005630752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987288,0.0003253382,0.0001704711,0.00004605792,0.000005912507,0.000008784416,0.00004218266,0.000006183786,0.0006662307],"genre_scores_gemma":[0.9993969,0.0002295085,0.000179106,0.00002111316,0.000006841377,0.000005712103,0.00004554765,0.000001578358,0.0001136442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032266,"threshold_uncertainty_score":0.004040897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754738097915347,"score_gpt":0.3317326222098028,"score_spread":0.2941852412306494,"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."}}