{"id":"W2416039098","doi":"10.1097/opx.0000000000000886","title":"Microbial Contamination of Contact Lens Storage Cases During Daily Wear Use","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contamination; Crystal violet; Medicine; Randomized controlled trial; Chemistry; Surgery; Biofilm; Bacteria; Biology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003928147,0.00008730007,0.0001841318,0.0002853607,0.0001390034,0.00004148175,0.00008193516,0.00004502938,0.00005987777],"category_scores_gemma":[0.0004273144,0.00005601561,0.00004132094,0.0004875549,0.0002339287,0.0008723024,0.00006880538,0.00005677931,0.00001468238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000449006,"about_ca_system_score_gemma":0.00006351625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006403,"about_ca_topic_score_gemma":0.000001547241,"domain_scores_codex":[0.999013,0.00002322873,0.0001727719,0.0002688108,0.0003327394,0.0001894208],"domain_scores_gemma":[0.9992666,0.0001506047,0.0000827836,0.0002265462,0.0001678116,0.0001056457],"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":[0.0001077559,0.00004082506,0.1987052,0.00002762385,0.000004512011,0.00002660777,0.00008174776,8.5923e-8,0.7982423,0.00007368037,0.000005554404,0.002684172],"study_design_scores_gemma":[0.001083775,0.0002973675,0.7037793,0.0002560076,0.00001471038,0.0000383151,0.00009992458,0.00001788106,0.293877,9.116106e-7,0.0004664212,0.00006839177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989162,0.00009006974,0.0003746454,0.0002054914,0.0001161184,0.0001233142,0.00001340763,0.0000172025,0.0001435529],"genre_scores_gemma":[0.9989402,0.0001314186,0.00023277,0.00007165592,0.00002354138,8.366879e-7,8.13587e-7,0.000005556687,0.0005932402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5050741,"threshold_uncertainty_score":0.228425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787342192154607,"score_gpt":0.3597163010009055,"score_spread":0.3418428790793595,"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."}}