{"id":"W4388845961","doi":"10.17148/iarjset.2023.101105","title":"REVIEW ARTICLE ELISA: THE IMMUNOLOGICAL DIGNOSTIC TOOL","year":2023,"lang":"en","type":"article","venue":"IARJSET","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Computational biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421762,0.001251128,0.001377144,0.003828339,0.0005059861,0.003004356,0.001497407,0.001962429,0.009539042],"category_scores_gemma":[0.002001721,0.0003286858,0.0006440452,0.003195066,0.0009286538,0.00238227,0.0009890788,0.00252791,0.0109378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141128,"about_ca_system_score_gemma":0.001780373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007537367,"about_ca_topic_score_gemma":0.0005971609,"domain_scores_codex":[0.9989144,0.0001796388,0.0001034807,0.0001885189,0.0005301923,0.00008385422],"domain_scores_gemma":[0.9984584,0.0004131841,0.0001871365,0.00004882124,0.0006931559,0.0001992462],"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":[0.0001170113,0.0001071595,0.0003954671,0.01208925,0.00008529231,0.0004066648,0.0001057923,0.0002646775,0.005294408,0.007298285,0.1862264,0.7876096],"study_design_scores_gemma":[0.000006025499,0.00005291904,0.0002794997,0.000988227,0.00003502438,0.001256431,0.00003873202,0.00005745392,0.001002235,0.001123755,0.9951462,0.00001357585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002809429,0.9799117,0.001437512,0.002071487,0.009241362,0.00002866771,0.00008081076,0.00005620851,0.006891299],"genre_scores_gemma":[0.002242379,0.9755432,0.001343027,0.002153752,0.01052771,0.00003493465,0.0001891457,0.00001910865,0.007946792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009539042,"threshold_uncertainty_score":0.03191125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405479057563873,"score_gpt":0.3236907426710335,"score_spread":0.2831428369146463,"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."}}