{"id":"W2468626601","doi":"10.1039/c6ra12991a","title":"Deposition of a hydrophilic nanocomposite-based coating on silicone hydrogel through a laser process to minimize UV exposure and bacterial contamination","year":2016,"lang":"en","type":"article","venue":"RSC Advances","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Nanocomposite; Materials science; Contamination; Evaporation; Deposition (geology); Silicone; Chemical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007592783,0.0001487439,0.000294751,0.00005868941,0.00005673163,0.000009415267,0.00004569431,0.0000664627,0.00002277476],"category_scores_gemma":[0.00008433605,0.0001045707,0.00004994171,0.0001122463,0.00004747124,0.0002290552,0.00001207836,0.00004845404,0.000008981012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003633872,"about_ca_system_score_gemma":0.00004325128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165185,"about_ca_topic_score_gemma":0.00001750834,"domain_scores_codex":[0.9990538,0.00003553627,0.0002505827,0.0002671076,0.0002256525,0.0001673194],"domain_scores_gemma":[0.9993854,0.0001388366,0.0001334357,0.0001624406,0.0001060778,0.00007386376],"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":[0.001681795,0.0001906021,0.02119507,0.0002087261,0.0000290487,0.00001589062,0.0004369762,0.00003405431,0.9587283,0.00005765884,0.000002515352,0.01741939],"study_design_scores_gemma":[0.003936266,0.001408776,0.01005366,0.0009884629,0.00006773257,0.000006254868,0.0001367816,0.00008922855,0.9827288,0.00008600247,0.0003438548,0.0001542195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961765,0.0002870167,0.001972219,0.0007387899,0.00007414156,0.0004943486,0.00002017192,0.00003916038,0.0001976829],"genre_scores_gemma":[0.9978673,0.00003879136,0.001516295,0.0003447919,0.00008455118,0.00004976022,0.0000177856,0.00001816603,0.00006255422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02400049,"threshold_uncertainty_score":0.4264267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009491199925429444,"score_gpt":0.2616594891868266,"score_spread":0.2521682892613971,"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."}}