{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231173,0.0008529758,0.0008415923,0.0009879406,0.0002767272,0.001198894,0.0004381161,0.001118408,0.002648103],"category_scores_gemma":[0.0003441707,0.000340655,0.0005742402,0.0005733518,0.0003563194,0.001174041,0.0006565268,0.000835837,0.002348564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004189826,"about_ca_system_score_gemma":0.0003186393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002457722,"about_ca_topic_score_gemma":0.0003738925,"domain_scores_codex":[0.9996494,0.00008455964,0.00003775399,0.00006300212,0.0001263692,0.00003893178],"domain_scores_gemma":[0.9998384,0.00005092958,0.0000244234,0.000009648653,0.00006772266,0.000008903415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001856885,0.0001165515,0.0007391694,0.01687654,0.0002641291,0.001223276,0.0002162284,0.001134057,0.404437,0.02321997,0.01371759,0.5378698],"study_design_scores_gemma":[0.00001265282,0.0003235913,0.0007495284,0.0007099097,0.0001373741,0.00242902,0.00009781079,0.0008654344,0.1389392,0.002989973,0.8527062,0.00003929181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00518259,0.9782516,0.006855116,0.0006247931,0.001256261,0.00003685182,0.00005002713,0.00007573722,0.007667114],"genre_scores_gemma":[0.04793603,0.9250661,0.01027859,0.001250571,0.001061259,0.000118935,0.0001478871,0.000025526,0.0141151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002648103,"threshold_uncertainty_score":0.0088588,"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."}}