{"id":"W3080798331","doi":"10.1002/mds3.10119","title":"Application of bile acids for biomedical devices and sensors","year":2020,"lang":"en","type":"article","venue":"Medical Devices & Sensors","topic":"Electrophoretic Deposition in Materials Science","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanotechnology; Surface modification; Biocompatibility; Materials science; Biosensor; Drug delivery; Biocompatible material; Polymer; Carbon nanotube; Chemistry; Biomedical engineering","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":[0.0002781593,0.000143385,0.0002652298,0.00005551769,0.00004768209,0.000025015,0.0002266691,0.0001444294,0.000131938],"category_scores_gemma":[0.0002231466,0.0001237702,0.00004199409,0.0003002331,0.0002804199,0.00007035916,0.00003932476,0.0001110175,0.00002952763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531711,"about_ca_system_score_gemma":0.0000249006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001231204,"about_ca_topic_score_gemma":0.000004668302,"domain_scores_codex":[0.99853,0.00003736353,0.0003947419,0.0002646277,0.0005097021,0.0002635999],"domain_scores_gemma":[0.9991665,0.0002250201,0.00006198225,0.0001292576,0.00005440991,0.0003628019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002373459,0.0002222421,0.01109961,0.007877435,0.0002881293,0.00007250732,0.005040571,0.004028625,0.9030569,0.005761087,0.01310524,0.04921035],"study_design_scores_gemma":[0.000897822,0.0003693523,0.0041593,0.0001474308,0.00007470023,0.00005817113,0.0003425554,0.8635656,0.0765018,0.0003366072,0.05308382,0.000462893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662855,0.0003589157,0.0298014,0.002546783,0.0001969798,0.000304075,0.00002924493,0.0002216766,0.0002554675],"genre_scores_gemma":[0.995585,0.00008913365,0.003568194,0.0004716979,0.000199911,0.00003885934,0.00001977184,0.00002291804,0.000004541756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595369,"threshold_uncertainty_score":0.5047202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006627953329583263,"score_gpt":0.2304095829568951,"score_spread":0.2237816296273119,"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."}}