{"id":"W2463495081","doi":"10.1016/j.jcjo.2016.02.004","title":"Changes in quality of life shortly after routine cataract surgery","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Cataract surgery; Quality of life (healthcare); Observational study; Ethnic group; Prospective cohort study; Surgery; Physical therapy; Intervention (counseling); Ophthalmology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137135,0.000424785,0.0007860868,0.001524634,0.001336451,0.001646956,0.0005968132,0.001278638,0.002709009],"category_scores_gemma":[0.007443269,0.0002743689,0.001653471,0.001601531,0.0007136069,0.001652972,0.001554651,0.002657805,0.0005987395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211428,"about_ca_system_score_gemma":0.0011733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630416,"about_ca_topic_score_gemma":0.04274128,"domain_scores_codex":[0.9986215,0.000302931,0.0001322759,0.0001617275,0.0001703545,0.0006113045],"domain_scores_gemma":[0.9917541,0.001223166,0.002565153,0.0003292245,0.0008494671,0.003278886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004059946,0.001279756,0.9864104,0.00005775214,0.0002178896,0.000304844,0.0009989652,0.0001053909,0.000319422,0.00008985763,0.0003241763,0.005831602],"study_design_scores_gemma":[0.00001542301,0.0007712293,0.9982374,0.000009129844,0.00002960031,0.00005377859,0.0005943102,0.00003051978,0.00004536297,0.0000371288,0.0001623998,0.0000137054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980579,0.000357843,0.00002137626,0.0001074745,0.0000226822,0.00002228842,0.0005256664,0.000003042045,0.0008816645],"genre_scores_gemma":[0.9984086,0.0001450703,0.00003512124,0.00005649924,0.00002342557,0.00001681447,0.0008026332,0.000002059333,0.0005098005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630416,"threshold_uncertainty_score":0.05230212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711176453794718,"score_gpt":0.3629045696911096,"score_spread":0.2757928051531625,"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."}}