{"id":"W2251868009","doi":"10.1016/j.humimm.2014.08.076","title":"P014","year":2014,"lang":"en","type":"article","venue":"Human Immunology","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Serial dilution; Antigen; Antibody; Flow cytometry; Chemistry; Immunology; Molecular biology; Medicine; Biology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005957164,0.000586193,0.0003848704,0.001102476,0.001368693,0.003602159,0.0008617234,0.002874003,0.7451043],"category_scores_gemma":[0.002205343,0.000290672,0.0004653239,0.0007237173,0.0006204536,0.0009805635,0.001293903,0.001642275,0.5887981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009358279,"about_ca_system_score_gemma":0.001779066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721867,"about_ca_topic_score_gemma":0.007284721,"domain_scores_codex":[0.9996226,0.00003841675,0.00001647274,0.00005565748,0.0002101058,0.00005679562],"domain_scores_gemma":[0.9988871,0.0001748666,0.0000334914,0.0001181964,0.0004343805,0.0003520239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006918694,0.00006019113,0.0002906023,0.000103928,0.000003754774,0.0001507199,0.00003435312,0.00003637879,0.0007893752,0.006137816,0.8409021,0.1514216],"study_design_scores_gemma":[0.00001327223,0.00002513373,0.0006427502,0.00006166919,0.000001870867,0.0001348123,0.00002973474,0.00003787629,0.0001639107,0.001431257,0.9974546,0.000003103319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000609608,0.0009853626,0.0006819389,0.006174527,0.005954342,0.0001352831,0.0007298673,0.0004281414,0.984301],"genre_scores_gemma":[0.001212036,0.0003125439,0.0002547036,0.001722853,0.0009785488,0.00003377531,0.0003008817,0.00006716036,0.9951175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2548957,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007449291241531504,"score_gpt":0.2673634394190335,"score_spread":0.259914148177502,"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."}}