{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149541,0.0001097568,0.0004859316,0.0004073469,0.0003571373,0.00009062155,0.00006983861,0.00006312649,0.000009951439],"category_scores_gemma":[0.001806075,0.00008532999,0.000060228,0.0005100454,0.0007063682,0.0003952768,0.0001202011,0.0003622591,2.126144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436973,"about_ca_system_score_gemma":0.001077882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069675,"about_ca_topic_score_gemma":0.0001295477,"domain_scores_codex":[0.9982829,0.000152812,0.0004171096,0.0002479238,0.0005101068,0.0003891573],"domain_scores_gemma":[0.997692,0.0008552377,0.0001936886,0.0001323095,0.000798452,0.0003283473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004435859,0.00006900031,0.2097721,0.0002068652,0.00003897485,0.002130973,0.0003710111,0.00000237699,0.7854529,0.0002704429,0.00001207432,0.001229685],"study_design_scores_gemma":[0.006877919,0.007577369,0.3078541,0.004038954,0.0002264021,0.09461602,0.01401435,0.002686185,0.5604051,0.0001145555,0.001065375,0.0005236972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948195,0.004535844,0.00003462955,0.0002681972,0.00006805011,0.0001231264,0.000006185982,0.000004370922,0.0001401206],"genre_scores_gemma":[0.9992506,0.0005555486,0.00007178924,0.00004253141,0.00005154397,5.165894e-7,3.893162e-7,0.00000674567,0.00002034154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2250478,"threshold_uncertainty_score":0.3479656,"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."}}