{"id":"W2982644291","doi":"10.26190/unsworks/28044","title":"Reductions in the incidence of falls after first and second eye cataract surgery","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Incidence (geometry); Cataract surgery; Ophthalmology; Optometry; Surgery; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290372,0.00005913621,0.0001835796,0.0001518021,0.0001166544,0.00001549535,0.00008619529,0.00006317699,0.000122568],"category_scores_gemma":[0.00001886194,0.00004787052,0.00004923652,0.000168166,0.0004489365,0.0001533378,0.00007341658,0.0002408993,0.000006810626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778728,"about_ca_system_score_gemma":0.00006640474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296398,"about_ca_topic_score_gemma":0.0001716666,"domain_scores_codex":[0.9991949,0.00009682883,0.0001226423,0.0001718778,0.0002620301,0.0001516933],"domain_scores_gemma":[0.9993422,0.0002103508,0.0000587554,0.0002006211,0.0001194536,0.00006864279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001656808,0.00008325523,0.9878712,0.0005489262,0.0000221938,0.0001620817,0.002354365,4.929548e-7,0.008222125,0.00005133683,0.0004358774,0.00008241239],"study_design_scores_gemma":[0.000219011,0.0001677018,0.9894955,0.0003533539,0.00002184238,0.0001255527,0.006821398,0.000009603701,0.001902684,0.00002162512,0.0008126382,0.00004905471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979146,0.0001281592,9.590012e-7,0.001183785,0.00003392634,0.0003107034,0.0000163851,0.000003287546,0.0004081693],"genre_scores_gemma":[0.9835221,0.0001265545,0.0000509119,0.000005914948,0.00002402094,0.000001467245,0.000006445651,0.000002974396,0.01625968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585151,"threshold_uncertainty_score":0.1959774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904463908064206,"score_gpt":0.3116413820659671,"score_spread":0.2625967429853251,"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."}}