{"id":"W2605137669","doi":"10.1097/icu.0000000000000380","title":"Descemet membrane endothelial keratoplasty and refractive surgery","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ophthalmology; Keratomileusis; Phacoemulsification; Refractive surgery; Decompensation; Descemet membrane; Intraocular lens; Cornea; Visual acuity","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"],"consensus_categories":[],"category_scores_codex":[0.0006281571,0.0005232024,0.002939566,0.0005986925,0.0001191824,0.00003391766,0.0001514052,0.0005227382,0.0003568059],"category_scores_gemma":[0.001063615,0.000441535,0.0005061498,0.00018692,0.0002644521,0.0001064779,0.0001625763,0.0009458539,0.00008344258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075301,"about_ca_system_score_gemma":0.0007497022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004634066,"about_ca_topic_score_gemma":9.652791e-7,"domain_scores_codex":[0.9972841,0.0004250823,0.0008625136,0.0007526783,0.0001920243,0.0004836296],"domain_scores_gemma":[0.9970524,0.001485919,0.0005902618,0.0005980143,0.00006013762,0.0002132751],"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":[0.0001709122,0.0002999776,0.005150821,0.0269314,0.00009632781,0.0001892211,0.00002593047,5.909376e-8,1.567238e-7,0.00008677088,0.001446788,0.9656016],"study_design_scores_gemma":[0.0004609532,0.00009055484,0.001079395,0.01703505,0.0001549426,0.006061317,0.000008168468,0.000001694189,3.241167e-7,0.00007202596,0.9746788,0.0003567324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005185913,0.9870621,0.000002443589,0.00005000979,0.01002864,0.0008297886,0.00009308485,0.00002701172,0.001388322],"genre_scores_gemma":[0.0004955232,0.9977333,0.00001086477,0.00000626097,0.0007347859,0.0002170422,0.0005382866,0.00005182767,0.0002121339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.973232,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3570117106772799,"score_gpt":0.4776534715434035,"score_spread":0.1206417608661237,"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."}}