{"id":"W866412271","doi":"","title":"Imaging the Fundus of the Eye Through Polarization: Dependence With Age","year":2008,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fundus (uterus); Ophthalmology; Optometry; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004476295,0.000148472,0.0002360704,0.00006565209,0.0007736496,0.00002238918,0.0005090251,0.00003208128,0.00003992144],"category_scores_gemma":[0.0005510674,0.00007121725,0.00007055853,0.001945246,0.01571872,0.0002818985,0.0001617831,0.0003065707,0.000009664311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004829649,"about_ca_system_score_gemma":0.0005437587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000355929,"about_ca_topic_score_gemma":0.000001721461,"domain_scores_codex":[0.9982767,0.0001554395,0.0002216338,0.0003841282,0.0006452659,0.0003168415],"domain_scores_gemma":[0.9988729,0.0001082319,0.0002063752,0.0003889754,0.0003174353,0.0001060257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000129687,0.00004037078,0.6896446,0.000006026833,0.00001734425,0.0002751467,0.001187212,0.00002162591,0.3085563,0.0001865762,0.00001284834,0.00003892669],"study_design_scores_gemma":[0.0002194688,0.0001864524,0.7826449,0.0001046608,0.0000742208,0.002746604,0.0005465123,0.0006129751,0.211642,0.001074634,0.00004178759,0.0001058834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990944,0.0001333891,0.00005951789,0.003432402,0.00006825526,0.0001733926,0.000001490113,0.00001800102,0.00516953],"genre_scores_gemma":[0.9964706,0.000004069946,0.001417519,0.0008649317,0.00004083568,0.000008234713,0.00000127779,0.000008765423,0.001183729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09691436,"threshold_uncertainty_score":0.9869599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04710543411022362,"score_gpt":0.3463054546146251,"score_spread":0.2992000205044015,"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."}}