{"id":"W1031317136","doi":"","title":"Prospective Retinal Hemodynamic Changes in Diabetic Macular Edema","year":2007,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Diabetic macular edema; Medicine; Ophthalmology; Retinal; Hemodynamics; Diabetic retinopathy; Cardiology; Diabetes mellitus; 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":[0.0009483411,0.0003434815,0.0004128806,0.001171031,0.0006712935,0.0007398007,0.0002964437,0.0006232986,0.001966103],"category_scores_gemma":[0.0023271,0.000290261,0.0004368001,0.001595816,0.000328115,0.0009451251,0.0004894863,0.0008369113,0.0003605531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320615,"about_ca_system_score_gemma":0.0004231522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008343,"about_ca_topic_score_gemma":0.001993169,"domain_scores_codex":[0.9996062,0.0001114226,0.0000511891,0.00007285387,0.00007886575,0.00007941786],"domain_scores_gemma":[0.9983327,0.0003968075,0.0005781088,0.0001394381,0.0001743394,0.0003786286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005018955,0.0004414687,0.989252,0.00003065998,0.00009434449,0.0004852612,0.00008278873,0.00007556526,0.0009431521,0.00004914921,0.00007239799,0.003454182],"study_design_scores_gemma":[0.00003436779,0.0006998003,0.9982898,0.000003096897,0.00004912565,0.0003870121,0.00008625966,0.00008164898,0.0001884852,0.00005051935,0.0001240427,0.000005982515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982519,0.0004370165,0.0000917201,0.00002101446,0.000007729735,0.00002508658,0.0003242291,0.00000413896,0.0008371453],"genre_scores_gemma":[0.9991358,0.0001527837,0.0000801328,0.00002414162,0.00002251356,0.00001969795,0.0002509279,0.000002387876,0.0003115617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008343,"threshold_uncertainty_score":0.006577194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616256149767075,"score_gpt":0.3531349639555665,"score_spread":0.3269724024578957,"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."}}