{"id":"W2884986496","doi":"10.22374/jclrs.v2isp1.31","title":"Adverse Events Associated with Scleral Lens Wear","year":2018,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research to Prevent Blindness","keywords":"Scleral lens; Lens (geology); Ophthalmology; Medicine; Optometry; Corneal disease; Cornea; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009863902,0.0002975965,0.0006268029,0.0006860384,0.0005769806,0.0006089134,0.0002165876,0.0004296364,0.003800818],"category_scores_gemma":[0.009053468,0.0000765447,0.0009215078,0.0009876484,0.0002152735,0.0002785473,0.0004097889,0.001329835,0.0004208377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546404,"about_ca_system_score_gemma":0.0005103803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238376,"about_ca_topic_score_gemma":0.002940142,"domain_scores_codex":[0.9980605,0.0003948392,0.0004615226,0.000101355,0.0008428844,0.0001389004],"domain_scores_gemma":[0.9902202,0.00300935,0.004017718,0.0004816728,0.001519772,0.0007512147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007111264,0.0004663287,0.8079742,0.002714908,0.001647168,0.02167871,0.0004369791,0.0006835996,0.00422945,0.0006000015,0.006850906,0.1456065],"study_design_scores_gemma":[0.0001683833,0.003042104,0.9291172,0.0007348358,0.0008909683,0.04392087,0.0003378263,0.0006749753,0.002113904,0.0007373211,0.01819713,0.00006455673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8542579,0.0831821,0.003743093,0.002790537,0.0007475492,0.0006459968,0.004428757,0.0002645417,0.04993948],"genre_scores_gemma":[0.9837068,0.01087895,0.0008010332,0.001159665,0.0006807477,0.0000741857,0.001155683,0.00001832715,0.001524607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003800818,"threshold_uncertainty_score":0.01271498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07034173691080954,"score_gpt":0.3619627672395027,"score_spread":0.2916210303286932,"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."}}