{"id":"W2799708532","doi":"10.22374/jclrs.v2i1.20","title":"Scleral Lens Hygiene and Care","year":2018,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scleral lens; Medicine; Lens (geology); Compliance (psychology); Hygiene; Ophthalmology; Cornea; Engineering; Psychology; Petroleum engineering","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":[0.0007819482,0.00004977,0.0001302881,0.0003604325,0.0004227513,0.00009631519,0.00006671342,0.00002334411,0.00002918974],"category_scores_gemma":[0.0002438579,0.00003203351,0.00002588842,0.0003605221,0.0007641039,0.0004027435,0.00005199418,0.0002077859,0.000006808259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008343753,"about_ca_system_score_gemma":0.0004213675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004533006,"about_ca_topic_score_gemma":0.00002139403,"domain_scores_codex":[0.9988838,0.00002747038,0.0001275715,0.0001180397,0.0005820626,0.0002609843],"domain_scores_gemma":[0.998168,0.00004325871,0.00003902263,0.0001079021,0.001420555,0.0002212561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006861228,0.0003878587,0.6170625,0.000081236,0.0001164096,0.0006610313,0.00344999,2.529178e-7,0.2965268,0.003157678,0.0006526767,0.07721747],"study_design_scores_gemma":[0.002614906,0.01129728,0.9457874,0.0002393735,0.00002670605,0.001477609,0.001239115,0.00005568675,0.02410265,0.0002167987,0.01286521,0.00007731907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906659,0.0009069112,0.00001412294,0.0006342925,0.00008464097,0.00008189386,0.000001330728,0.000002596496,0.007608384],"genre_scores_gemma":[0.9987647,0.0005669228,0.0002828706,0.00004330797,0.0001615275,5.483237e-7,1.428113e-7,0.000003081941,0.0001769262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3287248,"threshold_uncertainty_score":0.3251504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08951575224009299,"score_gpt":0.4054344436750023,"score_spread":0.3159186914349093,"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."}}