{"id":"W2006544864","doi":"10.1016/j.biomaterials.2005.05.089","title":"Rapid three-dimensional biointerfaces for real-time immunoassay using hIL-18BPa as a model antigen","year":2005,"lang":"en","type":"article","venue":"Biomaterials","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biointerface; Materials science; Immunoassay; Nanotechnology; Self-healing hydrogels; Quartz crystal microbalance; Surface plasmon resonance; Biomedical engineering; Chromatography; Nanoparticle; Chemistry; Antibody; Medicine; Polymer chemistry; Immunology","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":[0.0002750566,0.0002600169,0.0003522483,0.0001733781,0.0001130047,0.00007915508,0.0002118083,0.0002382174,0.0001520691],"category_scores_gemma":[0.00002531569,0.0002254663,0.00009295535,0.0001059608,0.00009587473,0.0001292792,0.00009902153,0.00001447863,0.0001776758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007779407,"about_ca_system_score_gemma":0.00003374257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006244964,"about_ca_topic_score_gemma":0.000002586482,"domain_scores_codex":[0.9988327,0.00001637812,0.0003914255,0.0002562657,0.0001108553,0.0003923485],"domain_scores_gemma":[0.9994892,0.00003104756,0.00006931157,0.0003205168,0.00004938219,0.00004049371],"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":[0.00004357491,0.00001795854,0.000004625454,0.00003180487,0.00005851647,0.000001988985,0.00002381527,0.0007419195,0.9906523,0.00006634561,0.005266208,0.00309092],"study_design_scores_gemma":[0.0002844924,0.00003754702,0.00002046506,0.00006414875,0.00002103627,0.00003142182,0.000006677039,0.1336568,0.8619968,0.000377517,0.003238531,0.0002646054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992721,0.00149348,0.003264476,0.0001603202,0.0004027426,0.000333691,0.0001634837,0.001303344,0.0001574944],"genre_scores_gemma":[0.935637,0.0003266867,0.06359223,0.00003265226,0.0001778149,0.00001140384,0.00004675191,0.00006550769,0.0001099648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329149,"threshold_uncertainty_score":0.919425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971315937092278,"score_gpt":0.2499124569076295,"score_spread":0.2201992975367067,"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."}}