{"id":"W110336304","doi":"10.1016/j.humimm.2012.07.250","title":"124-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Saskatchewan; St. Paul's Hospital","funders":"","keywords":"Typing; Biology; Genetics","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":[0.0003080639,0.0003449082,0.0004887105,0.0002454222,0.00059212,0.00001410386,0.0005560387,0.0006950066,0.00963064],"category_scores_gemma":[0.00004493676,0.0003175076,0.0001149732,0.0001658258,0.0008524231,0.0002163266,0.0003064722,0.000739064,0.01864155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007098752,"about_ca_system_score_gemma":0.00003393303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001458365,"about_ca_topic_score_gemma":0.00001487252,"domain_scores_codex":[0.9974295,0.0003671824,0.0004722305,0.0003684272,0.00003293028,0.001329672],"domain_scores_gemma":[0.998873,0.0001214729,0.0001767767,0.0007272669,0.00006328593,0.0000382105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005764344,0.0003693351,0.003781135,0.000006405868,0.0003356464,0.000004297492,0.0005232584,1.570253e-7,0.9528882,0.03084238,0.009067073,0.002124471],"study_design_scores_gemma":[0.001689619,0.0004317745,0.01217793,0.00001024949,0.00006199071,0.0004755311,0.0002845423,7.902026e-8,0.433431,0.0007088557,0.5503108,0.0004176825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392084,0.02459658,0.00005885814,0.0002396238,0.003941922,0.000218932,0.00001017236,0.0003907649,0.03133473],"genre_scores_gemma":[0.9722973,0.000124428,0.00006388989,0.0003553926,0.0001659869,0.00005392253,0.0001667414,0.00004532049,0.02672708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412437,"threshold_uncertainty_score":0.9999277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057214229138733,"score_gpt":0.2451170561696947,"score_spread":0.2245449138783074,"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."}}