{"id":"W4379518486","doi":"10.1038/s41433-023-02540-w","title":"Save our Sight (SOS): a collective call-to-action for enhanced retinal care across health systems in high income countries","year":2023,"lang":"en","type":"review","venue":"Eye","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Macular degeneration; Health care; Call to action; Action (physics); Disease; Population; Business; Optometry; Environmental health; Marketing; Economic growth; Ophthalmology; Pathology; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006703758,0.0004252919,0.002864573,0.000439358,0.0002284138,0.00009673196,0.0001482672,0.000240083,0.000003220689],"category_scores_gemma":[0.000332398,0.0003423877,0.000446213,0.001297965,0.00003225357,0.00004385715,0.00005574546,0.0004905476,0.0001139278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347556,"about_ca_system_score_gemma":0.001331337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219829,"about_ca_topic_score_gemma":0.0006044455,"domain_scores_codex":[0.9971753,0.0002510171,0.0009215908,0.000663063,0.0004075389,0.0005815087],"domain_scores_gemma":[0.9982854,0.0002164382,0.0005286824,0.0003708977,0.0003851953,0.0002134601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001123465,0.0001942209,0.001010852,0.6821949,0.002550709,0.0004075809,0.01728723,0.0001076505,0.00002049545,0.00008667285,0.01991864,0.2750976],"study_design_scores_gemma":[0.0008767379,0.0006453161,0.000247782,0.08084033,0.0007595195,0.00002861089,0.00409288,0.00003560417,0.00001202792,0.000005040385,0.9120165,0.0004397034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004984043,0.9930769,0.0004796091,0.00105479,0.0008283266,0.003266553,0.0005597721,0.0001439472,0.00009175013],"genre_scores_gemma":[0.004069424,0.9795592,0.0001797318,0.0001184953,0.0009125834,0.00132142,0.0006040364,0.0001261633,0.01310893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8920978,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06095781755310727,"score_gpt":0.4491280900581378,"score_spread":0.3881702725050305,"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."}}