{"id":"W2100424662","doi":"10.1039/c3lc51411k","title":"DVD technology-based molecular diagnosis platform: quantitative pregnancy test on a disc","year":2014,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biogate Laboratories (Canada); Simon Fraser University","funders":"","keywords":"Multiplex; Analyte; Human chorionic gonadotropin; Pregnancy test; Point of care; Streptavidin; Monoclonal antibody; Chromatography; Chemistry; Molecular biology; Medicine; Antibody; Bioinformatics; Biology; Pregnancy; Biochemistry; Immunology; Pathology","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":[0.00005214042,0.0001834559,0.000132387,0.00007517148,0.0001004523,0.00001483853,0.0001921932,0.0001784882,0.000004404888],"category_scores_gemma":[0.000286893,0.0001575663,0.00007648359,0.0001863656,0.0001077354,0.000002095354,0.0000518766,0.0001371783,0.00003306048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001379545,"about_ca_system_score_gemma":0.00002015545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002343381,"about_ca_topic_score_gemma":0.000007266797,"domain_scores_codex":[0.9991211,0.00001655336,0.0001393372,0.0004062949,0.00009757384,0.0002191087],"domain_scores_gemma":[0.9991814,0.00004878462,0.00008609951,0.0005813992,0.00004843848,0.00005383644],"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":[0.00009786797,0.0007862555,0.002564385,0.00003297053,0.00003455522,0.000009004373,0.00001745605,0.0002014682,0.845227,0.118691,0.001464435,0.03087366],"study_design_scores_gemma":[0.0004090128,0.00156443,0.000474349,0.0001955927,0.00001194723,0.000002202812,0.00001094981,0.0002778993,0.9589501,0.00656214,0.0312845,0.0002568756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427607,0.0002467905,0.04677914,0.003601538,0.00005494177,0.0006959812,0.00009884753,0.0002801581,0.00548188],"genre_scores_gemma":[0.9739911,0.00004687837,0.02430704,0.001149481,0.00003041696,0.0002363054,0.0000925193,0.00003208595,0.0001141486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137231,"threshold_uncertainty_score":0.6425367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402158035132192,"score_gpt":0.2862411323524137,"score_spread":0.2722195520010917,"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."}}