{"id":"W3034308142","doi":"10.2196/18782","title":"Feasibility of a Novel Mobile C-Reactive Protein–Testing Device Using Gold-Linked Electrochemical Immunoassay: Clinical Performance Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kanazawa University","keywords":"Immunoassay; Gold standard (test); Colloidal gold; Medicine; Internal medicine; Materials science; Nanotechnology; Immunology; Antibody; Nanoparticle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005739031,0.0001901899,0.0004738717,0.00004001543,0.00009956006,0.0000150108,0.00009095194,0.0001440756,0.000002912884],"category_scores_gemma":[0.000143032,0.0001763736,0.000057264,0.0004313276,0.00006502236,0.0001042013,0.00003887679,0.0006689088,0.00000200537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170794,"about_ca_system_score_gemma":0.0001475399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007797823,"about_ca_topic_score_gemma":0.000005552729,"domain_scores_codex":[0.9981802,0.00008231601,0.0007543779,0.0003710086,0.0001926798,0.0004194825],"domain_scores_gemma":[0.9990427,0.0001243697,0.0001572856,0.0001771078,0.0001074428,0.0003911136],"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":[0.002582269,0.004697698,0.2311715,0.01939667,0.0002667735,0.00001017607,0.004382549,0.002084604,0.6522284,0.00007358932,0.00004922946,0.08305657],"study_design_scores_gemma":[0.002700275,0.003382169,0.1801363,0.0001756942,0.0001050368,0.00001409156,0.000574557,0.8091779,0.003300627,0.00001324427,0.00005181388,0.0003683436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976073,0.0001909822,0.0006349238,0.00006731764,0.00005345092,0.001245176,0.000007484681,0.0001404049,0.00005296626],"genre_scores_gemma":[0.9973969,0.00002942879,0.002227479,0.0001039663,0.000170479,0.00004055521,0.000002615842,0.00002614535,0.000002365643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070933,"threshold_uncertainty_score":0.7192308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620086357254594,"score_gpt":0.3973370137593497,"score_spread":0.2353283780338902,"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."}}