{"id":"W2022903108","doi":"10.1089/end.2008.0049","title":"<i>First Prize:</i> Novel Uropathogen-Resistant Coatings Inspired by Marine Mussels","year":2008,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Proteus mirabilis; Enterococcus faecalis; Staining; Microbiology; Scanning electron microscope; Medicine; Urine; Ethylene glycol; Bacteria; Chromatography; Nuclear chemistry; Chemistry; Materials science; Biology; Composite material; Pathology; Pseudomonas aeruginosa; Staphylococcus aureus","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":[0.0004845639,0.0001947286,0.0005088124,0.0001326953,0.0002358887,0.00002646101,0.000367822,0.00008014558,0.0005615105],"category_scores_gemma":[0.0004627824,0.0001593701,0.000135521,0.0001367371,0.0002387646,0.0002816859,0.0001930769,0.0002907945,0.00009834033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006005754,"about_ca_system_score_gemma":0.00009703319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008817224,"about_ca_topic_score_gemma":0.00004166378,"domain_scores_codex":[0.9980945,0.0001076026,0.0008294337,0.0002125363,0.0003735405,0.0003823919],"domain_scores_gemma":[0.9980727,0.0003508689,0.0009578971,0.0002002231,0.0002775198,0.0001407858],"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":[0.0004188364,0.0001777666,0.002701238,0.000007138058,0.00002768395,0.0002511309,0.0003298952,0.00004758225,0.9848983,0.00004578657,0.01103047,0.00006421024],"study_design_scores_gemma":[0.00324014,0.001208318,0.01271408,0.00002801046,0.00008621844,0.007084013,0.0001239975,0.00003956822,0.7431532,0.00008205913,0.2318821,0.0003583511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922793,0.0007348426,0.001611614,0.002190182,0.001519739,0.00007506322,0.00003498024,0.00003567877,0.001518604],"genre_scores_gemma":[0.9947682,0.0001888417,0.003053635,0.001276472,0.0002215985,0.0000045989,0.000001079322,0.00002397083,0.0004616295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2417451,"threshold_uncertainty_score":0.6498922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223263488184552,"score_gpt":0.2447718941640161,"score_spread":0.2225392592821706,"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."}}