{"id":"W2898086693","doi":"10.22374/jclrs.v2i2.24","title":"Scleral Lens Issues and Complications Related to Handling, Care and Compliance","year":2018,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Scleral lens; Medicine; Discontinuation; Intensive care medicine; Modalities; Lens (geology); Compliance (psychology); Medical emergency; Surgery; Engineering; Ophthalmology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112585,0.00009209385,0.0002516538,0.0003449708,0.0006131509,0.0001775982,0.0001595844,0.00004396793,0.0000165512],"category_scores_gemma":[0.0003903078,0.00006976775,0.00002676455,0.0004842146,0.0009305062,0.0004459942,0.0001176458,0.0003735708,0.00001267013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006093377,"about_ca_system_score_gemma":0.0003329514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008569373,"about_ca_topic_score_gemma":0.00005635732,"domain_scores_codex":[0.9983996,0.00005098309,0.0002553413,0.0002409477,0.0006722026,0.0003809789],"domain_scores_gemma":[0.9972701,0.0001000916,0.00007067023,0.0002050935,0.001930699,0.0004233278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006060166,0.0001407604,0.449907,0.0001568575,0.00007725805,0.0001318069,0.009362858,8.001869e-7,0.5018379,0.008274253,0.0005893062,0.02891513],"study_design_scores_gemma":[0.001459233,0.006026269,0.9574031,0.0008263263,0.00002194856,0.0002995669,0.002450342,0.0002725424,0.007799904,0.0003586604,0.02294183,0.0001402536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857876,0.004699779,0.00004587745,0.006063853,0.00005992418,0.000214048,0.000003864764,0.000007071787,0.003117966],"genre_scores_gemma":[0.9965285,0.001656629,0.001136231,0.0002928054,0.00007721911,0.000001398345,4.310401e-7,0.000006676151,0.0003000757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5074961,"threshold_uncertainty_score":0.4715923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155796447174121,"score_gpt":0.4279792543221599,"score_spread":0.3123996096047478,"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."}}