{"id":"W4221084111","doi":"10.1002/9781119794080.ch4","title":"Screening Tests","year":2022,"lang":"en","type":"other","venue":"","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunoassay; Flexibility (engineering); Homogeneous; Medical prescription; Drug; Computational biology; Antibody; Pharmacology; Chemistry; Medicine; Immunology; Biology; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002219374,0.001364737,0.001105611,0.003375823,0.00109514,0.002184496,0.002260307,0.00180519,0.09695342],"category_scores_gemma":[0.009178244,0.0003357881,0.0009532987,0.001846516,0.0006661942,0.001168745,0.001492279,0.001089371,0.07675178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272394,"about_ca_system_score_gemma":0.002131414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004368988,"about_ca_topic_score_gemma":0.003170223,"domain_scores_codex":[0.9959422,0.0006571453,0.0003149854,0.0005461745,0.00219903,0.0003404713],"domain_scores_gemma":[0.9957467,0.0007317049,0.0003823893,0.0003830672,0.002375851,0.000380419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000979247,0.0007868261,0.02839522,0.00160135,0.0001234212,0.002554444,0.0004075356,0.0004154159,0.006508403,0.007055745,0.3952099,0.5559624],"study_design_scores_gemma":[0.00009022556,0.0004778917,0.0153855,0.001233205,0.0001003908,0.006623303,0.000349198,0.0003919586,0.007262907,0.003141275,0.964875,0.00006908261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03831059,0.05225691,0.04688364,0.0139261,0.005781692,0.006541864,0.05028815,0.008888246,0.7771228],"genre_scores_gemma":[0.2251783,0.05004078,0.06819393,0.02171569,0.003015888,0.004994152,0.05081298,0.00220287,0.5738454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9030466,"threshold_uncertainty_score":0.3243415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09392132618712139,"score_gpt":0.4312442709269438,"score_spread":0.3373229447398224,"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."}}