{"id":"W3129347652","doi":"10.1097/opx.0000000000001647","title":"Scleral Lens Issues and Complications; Their Recognition, Etiology, and ManagementDaddiFadelDundas, Ontario, Canada: Dougmar Publishing Group, Inc.; 2020. $99.00","year":2021,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scleral lens; Contact lens; Etiology; Medicine; Optometry; Mandate; Lens (geology); Ophthalmology; Political science; Pathology; Law; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006433671,0.0001293206,0.0002129682,0.0001393999,0.0005243412,0.0004543554,0.0001095773,0.0000652168,0.0001955353],"category_scores_gemma":[0.0001830421,0.0001086269,0.0000173786,0.0007123263,0.0003417293,0.001054595,0.0002798916,0.0002356185,0.000003095655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008935777,"about_ca_system_score_gemma":0.0002859823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09282343,"about_ca_topic_score_gemma":0.09966191,"domain_scores_codex":[0.9986605,0.00004569059,0.000199104,0.0005239985,0.0003105636,0.0002601305],"domain_scores_gemma":[0.9991198,0.00009647933,0.00006227435,0.0002577007,0.0002650466,0.0001987456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008306289,0.0001615865,0.8626111,0.0001760423,0.00007754378,0.00009121122,0.0007884758,9.364221e-7,0.01467172,0.001515396,0.006328092,0.1134949],"study_design_scores_gemma":[0.0006482908,0.0001013914,0.9162099,0.0001404261,0.00002577618,0.00007522402,0.001023808,0.0002118767,0.0005223675,0.0001742791,0.08071242,0.0001542078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851948,0.002318823,0.0001312801,0.009021591,0.0001287011,0.0001521137,0.00002399968,0.00002052515,0.003008157],"genre_scores_gemma":[0.9929437,0.001682875,0.002123586,0.002626601,0.00004194812,0.000005599004,0.00007019203,0.000006265556,0.0004992454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1133407,"threshold_uncertainty_score":0.9167669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523263227826936,"score_gpt":0.338121621625028,"score_spread":0.3128889893467586,"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."}}