{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006123342,0.0001961886,0.0004340082,0.0008179009,0.0004331851,0.0005269997,0.0004397017,0.000579956,0.003795667],"category_scores_gemma":[0.004767707,0.000163181,0.001370342,0.0009457718,0.0001362156,0.0002696328,0.0006011609,0.001018808,0.0003316417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373778,"about_ca_system_score_gemma":0.002134908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1518988,"about_ca_topic_score_gemma":0.2644665,"domain_scores_codex":[0.9991357,0.0001098662,0.0001004111,0.00007698561,0.0003023972,0.0002746696],"domain_scores_gemma":[0.9983099,0.0001742729,0.0004402044,0.0000734601,0.0005656462,0.0004365289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004775228,0.001136905,0.8569163,0.0002056831,0.0007198681,0.000111776,0.0002461956,0.0004856509,0.0004086323,0.0002450153,0.009224251,0.1255246],"study_design_scores_gemma":[0.00003245026,0.0002843683,0.9989468,0.00001195308,0.00002981904,0.0000261916,0.00008284679,0.00009255148,0.00002630176,0.00004604179,0.0004169216,0.000003732461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984026,0.003791786,0.0001794723,0.001280864,0.0002252745,0.00004683276,0.003679193,0.00004094721,0.00672969],"genre_scores_gemma":[0.9941068,0.0008778588,0.000162676,0.0001577715,0.00006394862,0.00002320421,0.002039741,0.000004793847,0.002563193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518988,"threshold_uncertainty_score":0.3020292,"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."}}