{"id":"W2899988560","doi":"10.17140/droj-4-138","title":"Ocular Health Screening in a Type 1 Diabetes Mellitus Population","year":2018,"lang":"en","type":"article","venue":"Diabetes Research - Open Journal","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Population; Type 2 diabetes; Type 1 diabetes; Internal medicine; Endocrinology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005154983,0.0001761561,0.0002179306,0.001120487,0.0009670911,0.0008645485,0.0002680506,0.0006571527,0.00476286],"category_scores_gemma":[0.002502508,0.000132688,0.0003049126,0.001229146,0.0003142072,0.0007661095,0.0006569351,0.0009459723,0.0004206241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688697,"about_ca_system_score_gemma":0.0006788138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193377,"about_ca_topic_score_gemma":0.01014441,"domain_scores_codex":[0.9995735,0.00008553392,0.00003554262,0.0000582758,0.0001230281,0.000124137],"domain_scores_gemma":[0.9990941,0.0001443262,0.0002895082,0.00002556038,0.0001242421,0.000322224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004335794,0.0001986604,0.9876251,0.00002204181,0.00001459031,0.0007070377,0.0001833552,0.00001654086,0.0001947305,0.00005860207,0.001495898,0.009440079],"study_design_scores_gemma":[0.00001200251,0.000211083,0.9935982,0.00008387618,0.00004396753,0.002526041,0.001429608,0.0001061974,0.00006559039,0.0001741024,0.001741104,0.000008186402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860116,0.001670322,0.000103183,0.002722943,0.00008159243,0.00006047876,0.0006014261,0.00001588441,0.008732561],"genre_scores_gemma":[0.9960778,0.001349203,0.0001845465,0.00128861,0.00009824827,0.00003990846,0.0002490559,0.000003675331,0.0007088577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193377,"threshold_uncertainty_score":0.02372861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172780841051842,"score_gpt":0.4661489242779829,"score_spread":0.3488708401727987,"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."}}