{"id":"W2000491443","doi":"10.1503/cmaj.111480","title":"Preventing blindness: seeing is believing","year":2011,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health","funders":"","keywords":"Blindness; Cataracts; Macular degeneration; Diabetic retinopathy; Optometry; Glaucoma; Medicine; Retinopathy; Ophthalmology; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009134389,0.003754552,0.004074506,0.002249545,0.007535025,0.012138,0.005033693,0.02618559,0.007578625],"category_scores_gemma":[0.03989932,0.001190405,0.002481364,0.001764946,0.007343501,0.0062523,0.001958803,0.05052211,0.004378811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0150722,"about_ca_system_score_gemma":0.02267144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1011211,"about_ca_topic_score_gemma":0.2585629,"domain_scores_codex":[0.9919115,0.001533966,0.0009230877,0.000580988,0.00432218,0.0007282606],"domain_scores_gemma":[0.9629655,0.0150428,0.0009745947,0.0006404227,0.01423686,0.00613994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001135169,0.000005356306,0.0000169517,0.0001085422,0.000007610139,0.00003819426,0.00003462444,0.000007889352,0.000008757997,0.0002239973,0.9965591,0.002977695],"study_design_scores_gemma":[0.00007127129,0.00002718457,0.0004599204,0.001094175,0.00006789964,0.0002134074,0.0003088117,0.00007998412,0.00004767405,0.0008565011,0.9967325,0.00004058206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002630368,0.01463738,0.00004008951,0.1444271,0.8396623,0.000009600895,0.0000315572,0.00003679726,0.00112881],"genre_scores_gemma":[0.0009823531,0.02268704,0.0001147416,0.1469075,0.820837,0.00002708991,0.0000376802,0.0000412236,0.008365313],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1011211,"threshold_uncertainty_score":0.201065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00670271122809888,"score_gpt":0.2465255634103841,"score_spread":0.2398228521822852,"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."}}