{"id":"W2322961586","doi":"10.1097/icu.0b013e328341425d","title":"Consequences of waiting for cataract surgery","year":2010,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Global Health Care Issues","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Medicine; Cataract surgery; Quality of life (healthcare); Depression (economics); License; Public health; Optometry; Surgery; Nursing","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00236332,0.0004596371,0.003247938,0.0005927344,0.0002200368,0.000003764556,0.000482038,0.001326334,0.0003128595],"category_scores_gemma":[0.002772802,0.0003994192,0.0005116611,0.0004074818,0.0003228551,0.00006527532,0.0001762407,0.002081817,0.0002063357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060656,"about_ca_system_score_gemma":0.003487344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002796229,"about_ca_topic_score_gemma":0.000006740681,"domain_scores_codex":[0.9936944,0.001652728,0.002812469,0.000639679,0.0002097398,0.0009910293],"domain_scores_gemma":[0.9846186,0.0121564,0.002194626,0.0005316779,0.0003336085,0.0001650927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000405824,0.000172109,0.005400043,0.4232395,0.0000361628,0.00001147733,0.0002965923,1.441773e-7,3.255584e-7,0.005500202,0.02177344,0.5435294],"study_design_scores_gemma":[0.000154038,0.00005330289,0.0001311296,0.06406257,0.00004222058,0.0001673374,0.00009870268,0.000001438202,2.062207e-7,0.0005212211,0.9344954,0.0002724162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004474774,0.944765,0.000003115863,0.00009932499,0.05052705,0.003048186,0.0006547307,0.00003514765,0.0004200152],"genre_scores_gemma":[0.0003231517,0.9950095,0.0001306665,0.000008985177,0.001571556,0.001559329,0.001284377,0.00005868272,0.00005371034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.912722,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5241736841212076,"score_gpt":0.6196761210182004,"score_spread":0.09550243689699278,"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."}}