{"id":"W3152184363","doi":"10.1016/j.clae.2021.02.001","title":"BCLA CLEAR - Scleral lenses","year":2021,"lang":"es","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Alcon; British Comparative Literature Association","keywords":"Scleral lens; Optometry; Lens (geology); Contact lens; Sclera; Ophthalmology; Medicine; Clinical Practice; Optics; Physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001665073,0.0004584998,0.0009256188,0.00009965706,0.0002627134,0.0003288966,0.0001144003,0.0002790733,0.00121585],"category_scores_gemma":[0.0001002993,0.0004267796,0.0003503026,0.0001838952,0.0001174873,0.0002946967,0.0001854729,0.0004744254,0.0003669455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005559685,"about_ca_system_score_gemma":0.0002861855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001207204,"about_ca_topic_score_gemma":0.00003628344,"domain_scores_codex":[0.9976649,0.0001384456,0.000512408,0.000690544,0.0003008305,0.0006929006],"domain_scores_gemma":[0.9986725,0.0000724679,0.0001418363,0.0005992049,0.0002131267,0.0003008416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007376412,0.0004687406,0.4746183,0.000867234,0.0007559476,0.004807632,0.001064043,1.639243e-7,0.4494222,0.00349294,0.0004283002,0.0633368],"study_design_scores_gemma":[0.003885014,0.001412453,0.6475921,0.003613814,0.0005595605,0.0001022664,0.001744031,0.00009136857,0.01639611,0.00001963058,0.3238919,0.0006917526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464315,0.04294614,0.00002153265,0.003497498,0.0008100717,0.0002353711,0.00008812924,0.000082241,0.005887472],"genre_scores_gemma":[0.9577569,0.0311985,0.00008793263,0.003134094,0.0006589635,0.000005333904,0.00003097065,0.00007478139,0.007052575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330261,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560362107250728,"score_gpt":0.2658712998913725,"score_spread":0.2502676788188652,"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."}}