{"id":"W2997132976","doi":"10.1097/icu.0000000000000649","title":"Glaucoma screening: where are we and where do we need to go?","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Glaucoma; Medicine; Telemedicine; Optometry; Optical coherence tomography; Computer science; Intensive care medicine; Health care; Ophthalmology","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":[0.002855001,0.0008591777,0.002812641,0.003101169,0.0004705527,0.002429871,0.001420457,0.002587205,0.005888986],"category_scores_gemma":[0.00979552,0.0003961184,0.001774034,0.002683947,0.001049247,0.003443017,0.0009890227,0.002839925,0.001653602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450139,"about_ca_system_score_gemma":0.005101718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003214536,"about_ca_topic_score_gemma":0.005314784,"domain_scores_codex":[0.9986284,0.000371275,0.0003143098,0.0001545924,0.0004332954,0.00009817292],"domain_scores_gemma":[0.994168,0.003297478,0.001022738,0.00009019068,0.00119691,0.0002246275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000122273,0.00002604385,0.0003465939,0.1448331,0.0004453224,0.0001017026,0.0001336214,0.0001744265,0.0002803503,0.003551237,0.06711275,0.7828726],"study_design_scores_gemma":[0.00007509148,0.000114235,0.002322973,0.2888321,0.001751776,0.001098852,0.0004215652,0.0001611926,0.0001951073,0.004737038,0.7002368,0.00005328085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004145361,0.9962915,0.00005360537,0.002765006,0.0004912814,0.000008422156,0.00002737161,0.000005714967,0.0003156936],"genre_scores_gemma":[0.0005802793,0.9975852,0.000102637,0.001246001,0.0003216266,0.00001109624,0.00002438847,0.000001973943,0.00012684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005888986,"threshold_uncertainty_score":0.01970065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416151353202945,"score_gpt":0.4329367799310801,"score_spread":0.2913216446107856,"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."}}