{"id":"W2288374834","doi":"10.1016/j.humimm.2012.07.225","title":"99-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Null allele; Allele; Population; Haplotype; Incidence (geometry); Medicine; Typing; Immunology; Biology; Genetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001188247,0.00008910574,0.00009809603,0.00004887368,0.00007059624,0.000007597655,0.0001663028,0.0001233847,0.0002525235],"category_scores_gemma":[0.00002357434,0.00008959804,0.00007397337,0.0000428856,0.0001035703,0.000003292444,0.0001394482,0.00007246676,0.00012249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008884187,"about_ca_system_score_gemma":0.000006246963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876785,"about_ca_topic_score_gemma":0.00001023771,"domain_scores_codex":[0.999391,0.000047648,0.0001188351,0.0001453929,0.00003683849,0.0002603309],"domain_scores_gemma":[0.9994673,0.000003097462,0.00004414534,0.0004236269,0.0000311582,0.00003064745],"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":[0.000005768914,0.00005394565,0.004244296,0.00000137198,0.00006339261,6.468252e-7,0.00002584958,7.391742e-8,0.9826211,0.000719598,0.01082977,0.00143422],"study_design_scores_gemma":[0.000128407,0.00009464272,0.01055463,0.000001054683,0.00001718551,0.00002116971,0.00002399214,4.031216e-7,0.7032613,0.0001102645,0.2856682,0.0001188624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965305,0.003599834,0.0009106402,0.0000295076,0.00004573388,0.00006322077,5.124085e-7,0.00004918965,0.0299963],"genre_scores_gemma":[0.9958503,0.00009915177,0.0004537981,0.0002291617,0.0002234338,0.00001737718,0.00007680659,0.00001627496,0.003033658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2793598,"threshold_uncertainty_score":0.3653702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103558673710339,"score_gpt":0.2771057568571142,"score_spread":0.2667498894860804,"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."}}