{"id":"W3205050988","doi":"10.1371/journal.pone.0258835","title":"Refractive results with SMILE using lower energy settings in the United States","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"Carl Zeiss Meditec AG","keywords":"Dioptre; Astigmatism; Medicine; Visual acuity; Ophthalmology; Small incision lenticule extraction; Optometry; Private practice; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000437176,0.0001904244,0.0002150689,0.0008701563,0.0002989968,0.0003814997,0.0001551616,0.00023681,0.001817127],"category_scores_gemma":[0.002449622,0.0001240324,0.0002435981,0.0008343995,0.0002447571,0.000343298,0.0003346198,0.0002490033,0.0002867141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002526245,"about_ca_system_score_gemma":0.0002436546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296419,"about_ca_topic_score_gemma":0.004938419,"domain_scores_codex":[0.9995126,0.0001050054,0.00007017594,0.00007329555,0.00015209,0.00008692042],"domain_scores_gemma":[0.9978952,0.0003138084,0.001355608,0.00009402139,0.0001988498,0.0001423843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006393479,0.00003472383,0.9973688,0.000007505668,0.00001597599,0.0001302951,0.00003702171,0.00002117102,0.0001949682,0.000005985758,0.00006961793,0.002049994],"study_design_scores_gemma":[0.000007089494,0.0002104647,0.997787,0.000008288823,0.00001257804,0.001480707,0.0001201181,0.00006601946,0.0001377302,0.000006717487,0.0001597882,0.000003513801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994172,0.0001207013,0.00003019894,0.00001181089,0.000001855077,0.00000336001,0.000127551,0.000001767079,0.0002855446],"genre_scores_gemma":[0.9996743,0.00006232427,0.00003061362,0.00001446394,0.000003645601,0.000003130204,0.000159206,0.000001070389,0.00005116296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00296419,"threshold_uncertainty_score":0.006078959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642761082843151,"score_gpt":0.2458110428291604,"score_spread":0.1993834320007288,"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."}}