{"id":"W3045666839","doi":"10.1097/ico.0000000000002403","title":"Topography-Guided Photorefractive Keratectomy for Postkeratoplasty Astigmatism: Long-Term Outcomes","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canadian Sport Centre Pacific; University of British Columbia","funders":"","keywords":"Medicine; Photorefractive keratectomy; Ophthalmology; Astigmatism; Corneal topography; Ablation; Visual acuity; Internal medicine; Optics","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":[0.00008708024,0.0002461986,0.0004941143,0.000076084,0.0001186208,0.00004140904,0.00009228612,0.0001091521,0.0005332616],"category_scores_gemma":[0.0004115247,0.0002071313,0.0003251742,0.0003045389,0.0000711965,0.0001272236,0.0000415199,0.0001865194,0.00009549093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002906442,"about_ca_system_score_gemma":0.0001154835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647027,"about_ca_topic_score_gemma":0.00001149868,"domain_scores_codex":[0.9987137,0.00002956027,0.0003227177,0.0004029464,0.000193582,0.0003374526],"domain_scores_gemma":[0.9988803,0.0002743352,0.0001064611,0.0002315162,0.0001570704,0.0003503296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011682,0.0002150321,0.9678686,0.0002423075,0.0002379815,0.00009979584,0.0004770474,0.000004122093,0.003542897,0.0001758534,0.0126284,0.01333972],"study_design_scores_gemma":[0.004371171,0.0006294414,0.9772719,0.00007931302,0.0002042114,0.0000430656,0.0001382277,0.0003770092,0.007896429,0.0001470543,0.008444152,0.0003980719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891572,0.0002817777,0.003639259,0.003312042,0.0003374363,0.001064894,0.00006391208,0.0002081022,0.001935399],"genre_scores_gemma":[0.99243,0.00002665317,0.0003888637,0.006427219,0.0001499374,0.0001207104,0.0001289537,0.00003662906,0.0002910163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294164,"threshold_uncertainty_score":0.8446571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810051369859885,"score_gpt":0.3214672576733557,"score_spread":0.2533667439747568,"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."}}