{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363515,0.0006238049,0.0008612794,0.0002926342,0.0003592957,0.0006017491,0.0003690763,0.0007604075,0.00119212],"category_scores_gemma":[0.003603379,0.00030284,0.0004911754,0.0002137086,0.0004892864,0.0004900803,0.0003490402,0.0004504049,0.0001732157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464481,"about_ca_system_score_gemma":0.0004715536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004446971,"about_ca_topic_score_gemma":0.0006663409,"domain_scores_codex":[0.9978737,0.0008233022,0.0002226825,0.0003373696,0.00060805,0.0001348771],"domain_scores_gemma":[0.9971727,0.0007946583,0.001204402,0.0001723656,0.0003342252,0.0003215037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4438417,0.03183764,0.2548091,0.002146438,0.001265718,0.0004049165,0.001096451,0.0004264837,0.1528676,0.00005257049,0.0004268153,0.1108246],"study_design_scores_gemma":[0.00519517,0.6774445,0.2861153,0.0001004086,0.0007185679,0.0006496052,0.0004396038,0.0006922068,0.02784023,0.00003800876,0.0007200881,0.00004619166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993613,0.0003582292,0.00005558363,0.000007622017,0.000006502604,0.0001090706,0.00002036906,0.000002548351,0.00007864606],"genre_scores_gemma":[0.9990939,0.0002052086,0.0003347804,0.00003230845,0.00001699949,0.0001077895,0.00004913119,0.00000134555,0.0001585173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002363515,"threshold_uncertainty_score":0.01249963,"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."}}