{"id":"W929872338","doi":"","title":"Retinal Blood Oxygen Saturation Disturbances in Patients with Type 2 Diabetes","year":2014,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Oxygen saturation; Saturation (graph theory); Retinal; Type 2 diabetes; Ophthalmology; Medicine; Oxygen; Diabetes mellitus; Internal medicine; Cardiology; Endocrinology; Chemistry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345657,0.000152062,0.0002758906,0.0001979764,0.0001548836,0.00003757467,0.0001681667,0.00004718089,0.00002984967],"category_scores_gemma":[0.0009223383,0.0001054863,0.00002745184,0.001348038,0.002412885,0.0002436608,0.00005039889,0.0002037631,0.00002050002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004759883,"about_ca_system_score_gemma":0.0001384161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000459183,"about_ca_topic_score_gemma":0.000001913028,"domain_scores_codex":[0.9984213,0.0001245288,0.000204577,0.0004741855,0.0004222721,0.0003531046],"domain_scores_gemma":[0.999114,0.00008156145,0.0001295518,0.0001723976,0.0003215766,0.0001809554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004836799,0.0001317119,0.9253728,0.0000116252,0.00001432948,0.00001325041,0.0001686244,0.000005986896,0.07399616,0.00003015158,0.000009544859,0.0001974486],"study_design_scores_gemma":[0.0005763388,0.001768563,0.9595528,0.0001198205,0.00005806825,0.00001387946,0.0000422306,0.0005766171,0.03666713,0.0004810067,0.00001300789,0.0001305294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977525,0.00003826729,0.000001170379,0.0004302577,0.00006525261,0.0001424744,9.093191e-7,0.0000209167,0.001548192],"genre_scores_gemma":[0.9983982,9.338995e-7,0.001153437,0.0002368537,0.00004861767,0.000008565415,0.00001766924,0.000008288878,0.0001274646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03732903,"threshold_uncertainty_score":0.8890375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441077531112485,"score_gpt":0.2931751630970719,"score_spread":0.2787643877859471,"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."}}