{"id":"W2776846587","doi":"10.22374/jclrs.v1i1.11","title":"Qualitative Assessment of Scleral Shape Patterns Using a New Wide Field Ocular Surface Elevation Topographer","year":2017,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sclera; Scleral lens; Elevation (ballistics); Ophthalmology; Geology; Sagittal plane; Meridian (astronomy); Corneal topography; Medicine; Cornea; Mathematics; Geometry; Anatomy; Physics; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157714,0.0002068484,0.0001779032,0.003019597,0.000235123,0.0004350006,0.0001943919,0.0002018725,0.002445634],"category_scores_gemma":[0.004184362,0.0001030143,0.000234369,0.001120256,0.0004691033,0.0005637626,0.0007154257,0.0001996294,0.0002847904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354189,"about_ca_system_score_gemma":0.000267056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087906,"about_ca_topic_score_gemma":0.002416964,"domain_scores_codex":[0.9991595,0.0003193114,0.00009572774,0.00008767214,0.0002825879,0.00005518723],"domain_scores_gemma":[0.9959742,0.001966334,0.0005380905,0.0002913855,0.001094804,0.0001351784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007272039,0.0001301016,0.6190387,0.0008286547,0.00008196448,0.001532957,0.03376127,0.0008730867,0.1029676,0.0006355489,0.001512268,0.2379106],"study_design_scores_gemma":[0.00003686384,0.0008274434,0.9285706,0.0001363876,0.00008564431,0.003768201,0.03236251,0.004909737,0.02094933,0.0006678817,0.007585752,0.00009966001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792379,0.0001577918,0.01596769,0.00009881808,0.00001561826,0.0002719288,0.0006785236,0.00009015793,0.003481559],"genre_scores_gemma":[0.9844827,0.0001467668,0.0139371,0.00002962279,0.00001251682,0.0001824927,0.0002554937,0.00001668806,0.0009365481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003019597,"threshold_uncertainty_score":0.008340836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625784107202245,"score_gpt":0.5275915865995208,"score_spread":0.2650131758792963,"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."}}