{"id":"W3209638285","doi":"10.22374/jclrs.v5i1.43","title":"MICROBIAL BIOBURDEN OF ORTHOKERATOLOGY AND HYDROGEL CONTACT LENSES AND STORAGE CASES USING A HYDROGEN-PEROXIDE DISINFECTING SYSTEM","year":2021,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Bioburden; Vial; Medicine; Contamination; Hydrogen peroxide; Thimerosal; Ophthalmology; Surgery; Dermatology; Chemistry; Biology; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001307705,0.0005040038,0.0004386795,0.0004459413,0.000373835,0.0004287241,0.0002191048,0.0004456617,0.001343511],"category_scores_gemma":[0.003105627,0.0003313342,0.0004823754,0.0003159853,0.0003706743,0.0005564118,0.0004375669,0.0003454888,0.0001244102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133794,"about_ca_system_score_gemma":0.0003528982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008784604,"about_ca_topic_score_gemma":0.001336746,"domain_scores_codex":[0.9982718,0.0004673977,0.0003219757,0.0003373977,0.0004240436,0.0001773538],"domain_scores_gemma":[0.9972236,0.0007217262,0.001278495,0.0001218342,0.0003468431,0.0003074742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01782055,0.002804142,0.9583135,0.0001986878,0.0001570866,0.0006314719,0.0009941309,0.00006784497,0.009307858,0.00002499009,0.00008716775,0.009592528],"study_design_scores_gemma":[0.0003085961,0.06587122,0.9241778,0.00003873607,0.0001796515,0.001468177,0.001008235,0.0004038097,0.006146037,0.00001842575,0.0003548486,0.00002452468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997022,0.00008604017,0.00004707653,0.000002743545,0.000002718153,0.0000525776,0.00002663601,9.391106e-7,0.00007904432],"genre_scores_gemma":[0.9996146,0.00006045445,0.0001640214,0.00001144813,0.000005007533,0.00002606735,0.00004237427,6.426179e-7,0.00007526699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343511,"threshold_uncertainty_score":0.006915927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0837336950135582,"score_gpt":0.3620234679433048,"score_spread":0.2782897729297466,"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."}}