{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007013071,0.0007276661,0.0006927107,0.001231118,0.0003280747,0.0008354473,0.001746183,0.001249481,0.002893127],"category_scores_gemma":[0.001472962,0.0004319365,0.0003768588,0.0004469506,0.0004838855,0.0004600265,0.0008437515,0.0006106007,0.001877247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685112,"about_ca_system_score_gemma":0.0005514401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005354845,"about_ca_topic_score_gemma":0.0005380115,"domain_scores_codex":[0.9989163,0.0001500488,0.00005639663,0.000251329,0.0005472515,0.00007862334],"domain_scores_gemma":[0.999276,0.0002173633,0.0001150572,0.0001211259,0.0001997424,0.00007073516],"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":[0.0002710463,0.0001153363,0.00151441,0.0002885526,0.00003284701,0.0002836524,0.00005646205,0.0003589527,0.9535615,0.001294239,0.002723707,0.03949934],"study_design_scores_gemma":[0.0000536516,0.0004483565,0.002110826,0.00001986645,0.00004065054,0.001758382,0.00002342073,0.0118689,0.9661094,0.0003069858,0.01720557,0.00005400024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2779047,0.003727684,0.6827441,0.0009413681,0.001208757,0.00177619,0.003959892,0.008399697,0.01933757],"genre_scores_gemma":[0.5070298,0.001373452,0.4670393,0.001153452,0.000182157,0.00130251,0.003155153,0.0002481243,0.01851607],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002893127,"threshold_uncertainty_score":0.009678423,"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."}}