{"id":"W3023135386","doi":"10.1016/j.jcjd.2013.01.038","title":"Retinopathy","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Retinopathy; Glycemic; Diabetic retinopathy; Diabetes mellitus; Ophthalmology; Disease; Surgery; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004068294,0.0006167508,0.000435506,0.001227896,0.001265998,0.001929866,0.0007256614,0.0009725596,0.2151847],"category_scores_gemma":[0.0009716284,0.000219933,0.0007160403,0.0007061821,0.0002950769,0.0004984598,0.001001425,0.001734477,0.08801558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009324005,"about_ca_system_score_gemma":0.001507601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007873246,"about_ca_topic_score_gemma":0.01035384,"domain_scores_codex":[0.9994785,0.00005372697,0.00002605977,0.000111965,0.000211591,0.000118097],"domain_scores_gemma":[0.9994336,0.00003951043,0.00004384293,0.0001170773,0.0002298356,0.0001361204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006800042,0.0003549044,0.003522687,0.0004878964,0.00006231217,0.00154182,0.0001623993,0.0001242788,0.01532859,0.009151313,0.4421905,0.5263933],"study_design_scores_gemma":[0.0000749418,0.0001073446,0.003898868,0.0001865142,0.0000521201,0.002552419,0.00008618373,0.0001415803,0.004368883,0.001713321,0.9868019,0.0000157395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01162167,0.01018219,0.009068107,0.006165715,0.002973176,0.0004959698,0.006003604,0.00412062,0.949369],"genre_scores_gemma":[0.09270259,0.008539495,0.008863881,0.01149123,0.001278512,0.0003257388,0.007428584,0.0008336675,0.8685364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2151847,"threshold_uncertainty_score":0.7198645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008215612574061414,"score_gpt":0.2146579785440822,"score_spread":0.2064423659700208,"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."}}