{"id":"W2938286090","doi":"10.1016/j.ajo.2019.04.010","title":"Refractive Laser-Assisted Cataract Surgery versus Conventional Manual Surgery: Comparing Efficacy and Safety in 3144 Eyes","year":2019,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"North Toronto Eye Care; Western University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Dioptre; Cataract surgery; Macular edema; Ophthalmology; Visual acuity; Phacoemulsification; Surgery; Subgroup analysis; Retrospective cohort study; Confidence interval; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001083953,0.0001820587,0.001225635,0.0004691607,0.00004658369,0.00001167692,0.0000682788,0.00007573827,0.0004576829],"category_scores_gemma":[0.0005118864,0.0001617377,0.0002471274,0.0003030905,0.0003387933,0.0001648524,0.00003196453,0.0005044256,0.00002797561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087075,"about_ca_system_score_gemma":0.0003366347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492935,"about_ca_topic_score_gemma":0.000001938237,"domain_scores_codex":[0.9980253,0.0004202948,0.0007397112,0.0002252124,0.0002548092,0.000334692],"domain_scores_gemma":[0.994652,0.004139034,0.0007096963,0.0001654724,0.0001668995,0.0001668393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01980752,0.0004713412,0.9617278,0.00004533285,0.0004395958,0.008472377,0.0001465325,0.00002375779,0.0004673493,0.00003967604,0.0002860116,0.008072692],"study_design_scores_gemma":[0.001955023,0.0009746932,0.9648049,0.0002342001,0.00008663096,0.02987926,0.0006454632,0.00001712418,0.0003397448,0.000009381039,0.0008924223,0.0001611542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968668,0.0002419004,0.000004854853,0.0006196824,0.0008395009,0.0001078214,0.000004910668,0.000006416208,0.001308178],"genre_scores_gemma":[0.9993722,0.00008095075,0.0001543457,0.00009075326,0.0001411679,0.000001664321,0.00002798928,0.00001871057,0.0001122315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140688,"threshold_uncertainty_score":0.6595472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607904656701468,"score_gpt":0.322777075609843,"score_spread":0.2866980290428283,"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."}}