{"id":"W1972947862","doi":"10.1016/j.ajo.2004.09.077","title":"Prospective evaluation of digital non-stereo color fundus photography as a screening tool in age-related macular degeneration","year":2005,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Fundus (uterus); Fundus photography; Ophthalmology; Macular degeneration; Prospective cohort study; Retinal pigment epithelium; Predictive value; Fluorescein angiography; Gold standard (test); Retinal; Surgery; Radiology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005025068,0.001220775,0.0009764159,0.001136131,0.001055552,0.001311449,0.000869635,0.001730178,0.001344414],"category_scores_gemma":[0.01105066,0.001045956,0.001151194,0.001176707,0.001126544,0.001772837,0.0009383931,0.001133396,0.0005886778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006606187,"about_ca_system_score_gemma":0.0009681147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635514,"about_ca_topic_score_gemma":0.004662951,"domain_scores_codex":[0.9971233,0.001446178,0.0002874442,0.0003684056,0.0004469648,0.0003276929],"domain_scores_gemma":[0.9917644,0.003167551,0.001739995,0.0007382346,0.001543151,0.001046762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008220783,0.001456568,0.9877698,0.00002826344,0.0001160512,0.0001682608,0.0001517523,0.00007928667,0.0005241409,0.00002193178,0.00004803544,0.00141503],"study_design_scores_gemma":[0.0004406932,0.01531686,0.9825121,0.000009957989,0.0001848612,0.0003457495,0.0002595216,0.0003923816,0.000309849,0.00003187599,0.0001774639,0.00001864348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991388,0.0002006057,0.000083209,0.00001675381,0.00001079241,0.00008051413,0.0001331277,0.000003298738,0.0003328198],"genre_scores_gemma":[0.9993056,0.00007767968,0.0001355533,0.00002438893,0.00001487865,0.00004995562,0.0002272816,0.000002302809,0.0001623656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005025068,"threshold_uncertainty_score":0.02657545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767616933493841,"score_gpt":0.3357851863997778,"score_spread":0.3081090170648394,"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."}}