{"id":"W1997894467","doi":"10.1021/la0503294","title":"Real-Time QCM-D Immunoassay through Oriented Antibody Immobilization Using Cross-Linked Hydrogel Biointerfaces","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Immunoassay; Chemistry; Detection limit; Quartz crystal microbalance; Antibody; Biointerface; Chromatography; Human serum albumin; Adsorption; Nanotechnology; Materials science; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007068608,0.0006630844,0.0003602765,0.0002769357,0.000129859,0.0004594073,0.0007215367,0.0005315497,0.0005385705],"category_scores_gemma":[0.0008045335,0.000374012,0.0002571241,0.0001617381,0.0003016999,0.0003375367,0.0002804539,0.0006034488,0.0003259087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750731,"about_ca_system_score_gemma":0.0003532954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004951122,"about_ca_topic_score_gemma":0.0009979716,"domain_scores_codex":[0.9993871,0.0001142107,0.0000508002,0.0001305007,0.0002684856,0.00004881393],"domain_scores_gemma":[0.9995292,0.0002072119,0.0001029788,0.00004875931,0.00008769715,0.00002412173],"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":[0.00001471919,0.00001103799,0.00006241546,0.00003450573,0.000003206232,0.00001271802,0.000008317419,0.0001250048,0.9973944,0.0000570053,0.00003081496,0.002245809],"study_design_scores_gemma":[0.000005250553,0.00003102656,0.0001814472,0.000001349211,0.000003632487,0.00003502618,0.000002338721,0.001474945,0.9975805,0.00001706758,0.0006617053,0.000005552177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5737849,0.003233928,0.4168271,0.0005364338,0.0002262969,0.0004457326,0.0005225843,0.001403883,0.003019096],"genre_scores_gemma":[0.5629257,0.002462995,0.4296691,0.0003658702,0.00006305381,0.0003367721,0.0004642737,0.0001202109,0.003592088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007215367,"threshold_uncertainty_score":0.004172504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285579089431709,"score_gpt":0.2857565831394192,"score_spread":0.2729007922451021,"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."}}