{"id":"W2061663215","doi":"10.1021/ja034321x","title":"Nanocoatings onto Arteries via Layer-by-Layer Deposition:  Toward the in Vivo Repair of Damaged Blood Vessels","year":2003,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"","keywords":"Chemistry; Layer (electronics); Polysaccharide; Artery; Deposition (geology); Confocal microscopy; In vivo; Blood vessel; Biophysics; Adhesion; Confocal; Platelet adhesion; Biomedical engineering; Nanotechnology; Biochemistry; Cell biology; Materials science; Surgery; Optics; Internal medicine; Organic chemistry","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":[0.000656752,0.0001571831,0.0004326315,0.00001261065,0.0001157266,0.00003624496,0.0004363966,0.00004176166,0.00009388648],"category_scores_gemma":[0.000252098,0.00009076724,0.0004428805,0.0003118619,0.00066537,0.0002009775,0.000114825,0.0003441336,0.000002527468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105044,"about_ca_system_score_gemma":0.00006616858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001895773,"about_ca_topic_score_gemma":0.000005325917,"domain_scores_codex":[0.9982514,0.0002364696,0.0006306364,0.0001590334,0.0004715399,0.0002508725],"domain_scores_gemma":[0.9980963,0.0003417615,0.001086825,0.0002643458,0.0001526168,0.00005817881],"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":[0.00004104855,0.0001266075,0.003723545,0.00001212827,0.00007520213,0.000001553205,0.002842378,0.000005636745,0.9851595,0.00000470069,0.007971522,0.00003618305],"study_design_scores_gemma":[0.0003020196,0.00007656588,0.000969759,0.00005827793,0.00006617988,0.00008754536,0.003402936,0.000009706983,0.9937296,0.00006757876,0.001126758,0.000103094],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968141,0.0003568457,0.0001938231,0.002093512,0.0002427304,0.00008022194,0.000009343614,0.00001657243,0.000192853],"genre_scores_gemma":[0.9960355,0.00006445348,0.002769695,0.0009774448,0.00006059555,0.000006441704,1.008758e-7,0.00001270247,0.00007308926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008570085,"threshold_uncertainty_score":0.370138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461154114952089,"score_gpt":0.2656329667150029,"score_spread":0.251021425565482,"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."}}