{"id":"W2783800454","doi":"10.1097/00132578-200307000-00024","title":"UTILITIES ASSOCIATED WITH DIABETIC RETINOPATHY: RESULTS FROM A CANADIAN SAMPLE","year":2003,"lang":"en","type":"article","venue":"Evidence-Based Eye Care","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Sample (material); Diabetic retinopathy; Medicine; Psychology; Diabetes mellitus; Chemistry; Endocrinology; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009170788,0.0005088128,0.0006126179,0.00216197,0.002260975,0.001261464,0.001283957,0.0006018901,0.003636712],"category_scores_gemma":[0.005285594,0.0004847548,0.00173016,0.006033699,0.0003689968,0.0004373661,0.000773197,0.0009267932,0.0004071725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00994557,"about_ca_system_score_gemma":0.009703889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786652,"about_ca_topic_score_gemma":0.9810405,"domain_scores_codex":[0.9988696,0.0001172164,0.0001365743,0.0001592889,0.0004731589,0.0002440321],"domain_scores_gemma":[0.996621,0.0003685488,0.0007111845,0.000132829,0.001565742,0.000600712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004136303,0.0001096577,0.992587,0.00005580975,0.0002467307,0.0001251022,0.0003770553,0.0001627151,0.00009493648,0.00008287712,0.002286175,0.003458268],"study_design_scores_gemma":[0.00003480807,0.0000303978,0.9988648,0.00001383293,0.00006524161,0.00006005062,0.0003483419,0.0001033275,0.00002304645,0.00001124957,0.0004301553,0.00001481558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774824,0.0005271906,0.0001104646,0.0002397371,0.00001263212,0.0001153135,0.01879756,0.000009713207,0.002705006],"genre_scores_gemma":[0.9858128,0.001024434,0.0004204834,0.000206926,0.0000123146,0.00009036856,0.01053348,0.00001607788,0.001883044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133483,"threshold_uncertainty_score":0.07216048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141315967071734,"score_gpt":0.2580418062861905,"score_spread":0.2266286466154732,"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."}}