{"id":"W2569791026","doi":"","title":"Retinal Thickness Irregularities in Preclinical Diabetic Retinopathy","year":2016,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Retinal; Ophthalmology; Diabetic retinopathy; Medicine; Optometry; Retinopathy; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001968987,0.00043944,0.0002933698,0.001292329,0.0003202232,0.0008481567,0.0004227355,0.000420538,0.002001369],"category_scores_gemma":[0.007080873,0.0002958575,0.000383419,0.0008495443,0.0005601208,0.0005179588,0.0006225687,0.000733718,0.0002523034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308478,"about_ca_system_score_gemma":0.0003372589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131408,"about_ca_topic_score_gemma":0.004610211,"domain_scores_codex":[0.9993325,0.0002218215,0.00007395817,0.0001503636,0.0001714354,0.00004987066],"domain_scores_gemma":[0.9937944,0.001885855,0.003107968,0.0004396479,0.0004810698,0.0002910469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002850196,0.0002572192,0.9530385,0.0002320766,0.0001585267,0.0004126959,0.0004910075,0.001570874,0.005835929,0.0004102635,0.000627158,0.03411566],"study_design_scores_gemma":[0.00001876215,0.0003661763,0.9929931,0.00006220822,0.00008082281,0.0007002156,0.0001663761,0.0028096,0.001668667,0.0004654293,0.0006550985,0.00001352523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940591,0.001344565,0.001986166,0.00008396463,0.00001920584,0.0000511684,0.000388715,0.00005432882,0.002012835],"genre_scores_gemma":[0.9976887,0.0002559393,0.001443494,0.00002489763,0.00001268374,0.00002792109,0.0002317365,0.000008994296,0.0003056122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131408,"threshold_uncertainty_score":0.01041311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128701175554498,"score_gpt":0.2811305171115923,"score_spread":0.2598435053560473,"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."}}