{"id":"W4391805647","doi":"10.1097/iae.0000000000004071","title":"VALIDATION OF M-CHARTS FOR QUANTITATIVE ASSESSMENT OF METAMORPHOPSIA FOLLOWING RHEGMATOGENOUS RETINAL DETACHMENT REPAIR","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Western University; Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Metamorphopsia; Cronbach's alpha; Medicine; Ophthalmology; Observational study; Retinal detachment; Reliability (semiconductor); Retinal; Internal medicine; Psychometrics; 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":[0.001169804,0.0001437907,0.0004886265,0.0001578414,0.00003863443,0.000009861245,0.00004762807,0.00006273622,0.00005354892],"category_scores_gemma":[0.0001930982,0.0001159785,0.0006694195,0.000227108,0.00004619512,0.00006485718,0.00002921564,0.0001007458,0.000004393495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006499547,"about_ca_system_score_gemma":0.0001939188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000026067,"about_ca_topic_score_gemma":4.716471e-7,"domain_scores_codex":[0.9985167,0.00007793996,0.0005300662,0.0002799915,0.0004049175,0.000190421],"domain_scores_gemma":[0.9990873,0.0002921566,0.0001563296,0.0002260565,0.0001700404,0.00006807993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009815462,0.000769032,0.06658573,0.01062763,0.002923358,0.0006643208,0.002213127,0.0000594001,0.8448868,0.06048897,0.004278672,0.005521416],"study_design_scores_gemma":[0.002391289,0.005300323,0.0485541,0.006888535,0.004775344,0.000394598,0.001657072,0.01570801,0.8825549,0.002104955,0.0289422,0.0007286526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836356,0.00192831,0.01054619,0.0003456857,0.0003721062,0.0007353393,0.00002443962,0.00009472653,0.002317581],"genre_scores_gemma":[0.9686892,0.00007626011,0.03056147,0.00002509112,0.00004453855,0.00006038251,0.00007451096,0.00002649271,0.0004420571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05838401,"threshold_uncertainty_score":0.4729468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613136713785408,"score_gpt":0.3699643831545386,"score_spread":0.3338330160166845,"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."}}