{"id":"W2800538656","doi":"10.22374/jclrs.v2i1.21","title":"Compliance Using Scleral Lenses","year":2018,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Hygiene; Medicine; Contact lens; Patient compliance; Modalities; Empathy; Patient safety; Scleral lens; Intensive care medicine; Patient care; Optometry; Medical emergency; Health care; Nursing; Psychology; Ophthalmology; Family medicine; Social 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":[0.002272713,0.00008057566,0.0002473816,0.0004090912,0.0004634926,0.0001369416,0.0002279471,0.00003625796,0.00006012966],"category_scores_gemma":[0.0005100854,0.00005760432,0.00005689283,0.0006504938,0.001153653,0.0006618773,0.00008316912,0.000424321,0.00001925788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144757,"about_ca_system_score_gemma":0.001086627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004906003,"about_ca_topic_score_gemma":0.00001056649,"domain_scores_codex":[0.9978141,0.0000524426,0.0002612641,0.0001720616,0.001202577,0.0004976207],"domain_scores_gemma":[0.9969376,0.0000892758,0.00009941524,0.0002007749,0.002335551,0.0003374283],"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":[0.0004903384,0.00009816929,0.06407636,0.00003030276,0.00002584608,0.0002100492,0.0003625491,3.943479e-7,0.9256961,0.001276924,0.0001092149,0.007623795],"study_design_scores_gemma":[0.003658029,0.01451808,0.7770985,0.001778204,0.00004938279,0.001677273,0.001501522,0.002713176,0.1740777,0.0009910265,0.02163239,0.0003046848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949952,0.0007558943,0.0001995344,0.0009284087,0.0001590724,0.0001009164,0.000001019516,0.000004702843,0.002855268],"genre_scores_gemma":[0.9974164,0.0002593011,0.001509834,0.0002417354,0.000344917,2.3704e-7,6.836032e-8,0.000006334492,0.0002211299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7516184,"threshold_uncertainty_score":0.4250683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720368829505234,"score_gpt":0.4540514056185391,"score_spread":0.1820145226680157,"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."}}