{"id":"W1990372101","doi":"10.1002/cyto.b.20466","title":"Proof of principle: An HIV p24 microsphere immunoassay with potential application to HIV clinical diagnosis","year":2008,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Doris Duke Charitable Foundation","keywords":"Immunoassay; Microsphere; Flow cytometry; Human immunodeficiency virus (HIV); Antibody; Chromatography; Antigen; Molecular biology; Chemistry; Virology; Medicine; Immunology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002475823,0.000536313,0.001476062,0.0005011093,0.0004260909,0.00003295689,0.00102997,0.0009216184,0.001389905],"category_scores_gemma":[0.001373232,0.0004228707,0.0005516381,0.002143392,0.001493177,0.000254496,0.0004691565,0.001297983,0.004685584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161253,"about_ca_system_score_gemma":0.000454623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003333248,"about_ca_topic_score_gemma":0.00001615547,"domain_scores_codex":[0.9936324,0.001194663,0.002266715,0.001444838,0.0003673538,0.001094008],"domain_scores_gemma":[0.9950783,0.001526252,0.0006090969,0.001753843,0.0005125175,0.0005200012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00257731,0.006668497,0.950597,0.00005909818,0.001029425,0.0001292537,0.00006075118,0.00002140161,0.006562044,0.00004261858,0.0115453,0.02070729],"study_design_scores_gemma":[0.008531895,0.006482013,0.7795174,0.0001118698,0.0002563073,0.0002675506,0.0001278329,0.00001548584,0.04126428,0.00001638108,0.1626589,0.0007501956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855688,0.001366481,0.008946252,0.00044305,0.0004962038,0.001580443,0.0006829015,0.0001709997,0.0007448334],"genre_scores_gemma":[0.9918106,0.0005485822,0.002468301,0.0003106936,0.0003014855,0.0004668771,0.001052718,0.00008268049,0.002958013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710797,"threshold_uncertainty_score":0.9998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463459731162305,"score_gpt":0.3773809490901044,"score_spread":0.3327463517784813,"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."}}