{"id":"W2940845347","doi":"10.1097/01.ju.0000557121.99973.c9","title":"MP71-09  <i>IN VITRO</i> EVALUATION OF NOVEL SURFACE MODIFYING MOLECULES TO PREVENT BACTERIAL ADHESION TO UROLOGICAL DEVICES","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adhesion; Surface modification; Nanotechnology; Biomedical engineering; Materials science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216995,0.00007980678,0.0002614746,0.00008141995,0.00002132298,0.000004466846,0.0001823777,0.00006405046,0.0000687455],"category_scores_gemma":[0.0001548926,0.00004945349,0.00006095018,0.0001302303,0.00001785522,0.00003724081,0.00006016349,0.0001773456,0.00001557206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003391008,"about_ca_system_score_gemma":0.00009540423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485963,"about_ca_topic_score_gemma":0.000006551382,"domain_scores_codex":[0.9988745,0.0001898743,0.0003892993,0.000100369,0.0003031189,0.0001427735],"domain_scores_gemma":[0.999148,0.0001298889,0.0002098701,0.0001729254,0.0002626669,0.00007663959],"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":[0.002502206,0.0002352688,0.0006421232,0.00001204517,0.00002678773,8.984564e-7,0.0002783884,0.0240923,0.9710832,0.00004442775,0.0000946072,0.0009877769],"study_design_scores_gemma":[0.01936758,0.02509804,0.5375866,0.0004089342,0.00263549,0.002737694,0.0007434579,0.09933656,0.3011176,0.002316758,0.00788627,0.0007649701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882295,0.000270658,0.0008859724,0.009885767,0.0001221957,0.00044642,0.000002679626,0.000003232696,0.0001535893],"genre_scores_gemma":[0.9967181,0.00001308906,0.001413366,0.001745782,0.00008263429,0.000003221437,0.000001792311,0.000007041273,0.00001495331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6699656,"threshold_uncertainty_score":0.2016655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05003528493102522,"score_gpt":0.3251227143050178,"score_spread":0.2750874293739926,"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."}}