{"id":"W3183165891","doi":"","title":"Dried blood spot (DBS) Collection for SARS-CoV-2 antibodies","year":2021,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood collection; Barcode; Dried blood spot; Data collection; Medicine; Computer science; Chromatography; Medical emergency; Chemistry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914479,0.0001278256,0.0002096725,0.00007121803,0.000315601,0.00005840475,0.00007420317,0.0002554173,0.00009887727],"category_scores_gemma":[0.000230166,0.0001101945,0.00008300663,0.0002275504,0.000114381,0.00008905018,0.00007299362,0.0001060229,0.000006922915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001112231,"about_ca_system_score_gemma":0.00003576492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419647,"about_ca_topic_score_gemma":0.00006858788,"domain_scores_codex":[0.9991021,0.00009385758,0.0002330091,0.00030762,0.00003362253,0.0002298275],"domain_scores_gemma":[0.9994452,0.0001319875,0.00007900465,0.0001450814,0.0001869663,0.00001176494],"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":[0.00007697696,0.00007898353,0.007746241,0.00004055693,0.0001157823,0.000002025918,0.00005722867,5.280641e-8,0.9799479,0.003587495,0.004943383,0.003403332],"study_design_scores_gemma":[0.0009591101,0.00008789911,0.01034861,0.00003196092,0.00009662814,0.00002927071,0.00008072889,0.00006726024,0.8905286,0.00149711,0.09611997,0.0001528354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873632,0.00329057,0.002888391,0.003893744,0.0007078,0.0002887689,0.00005264598,0.00009492707,0.001419936],"genre_scores_gemma":[0.9827683,0.000536365,0.009870584,0.001897985,0.0001129952,0.00002504837,0.0001717647,0.00001716337,0.004599825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09117658,"threshold_uncertainty_score":0.44936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703962672082521,"score_gpt":0.32898697726661,"score_spread":0.2585907100583579,"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."}}