{"id":"W4365149023","doi":"10.1016/j.ophtha.2023.02.026","title":"Development of a Patient-Reported Outcome Measure to Assess Symptoms Associated with Cataract Surgery and Intraocular Lens Implants","year":2023,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Bausch Health; Carl Zeiss Meditec AG","keywords":"Medicine; GLARE; Ophthalmology; Visual acuity; Intraocular lens; Patient satisfaction; Cataract surgery; Optometry; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006737338,0.0002437588,0.0008322669,0.0003233762,0.0001571365,0.00000531507,0.0000576135,0.0001957158,0.00004525515],"category_scores_gemma":[0.0006182544,0.0001897052,0.00006489729,0.0005122976,0.0001315319,0.00006041689,0.0001301054,0.0001785006,0.00002782517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005916864,"about_ca_system_score_gemma":0.0001753909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002529239,"about_ca_topic_score_gemma":0.000005707245,"domain_scores_codex":[0.9980804,0.0001121488,0.0006084393,0.0003872343,0.0002833451,0.0005284607],"domain_scores_gemma":[0.99881,0.0003771296,0.0002464564,0.0002283578,0.0001859091,0.0001521343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004321385,0.0003869613,0.9912437,0.0001034332,0.0008654155,0.002937368,0.0007314703,0.000001618402,0.002608165,0.000009155562,0.0001600652,0.0005204921],"study_design_scores_gemma":[0.0006832791,0.001237218,0.9900313,0.0002035912,0.0001552227,0.005041519,0.000305006,0.00000357277,0.002070385,0.000006195601,0.00006238128,0.0002003113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987421,0.00005315609,0.000003943471,0.0002292814,0.0001998795,0.0004295499,0.0000179325,0.00007514228,0.0002490261],"genre_scores_gemma":[0.9992995,0.000005229713,0.0002077032,0.0001040083,0.00001648299,0.0000669169,0.0001351054,0.0000276183,0.0001374408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104151,"threshold_uncertainty_score":0.7735954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349891212328862,"score_gpt":0.3688754169040426,"score_spread":0.2338862956711565,"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."}}