{"id":"W2748180100","doi":"10.1016/j.humimm.2006.08.141","title":"59-P","year":2006,"lang":"en","type":"article","venue":"Human Immunology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008891587,0.0001063803,0.0001411297,0.0001423301,0.000155747,0.00001605692,0.0002168725,0.00009408488,0.002051406],"category_scores_gemma":[0.00001007225,0.0001111752,0.00004725866,0.0001187066,0.0002490228,0.00006040176,0.00007047703,0.0001471468,0.03067603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007001444,"about_ca_system_score_gemma":0.00001271988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336388,"about_ca_topic_score_gemma":0.0002532717,"domain_scores_codex":[0.9991593,0.00007096396,0.0001794212,0.0001884826,0.00006680868,0.0003350544],"domain_scores_gemma":[0.9994866,0.00001858299,0.00006559263,0.0003816492,0.00003596045,0.0000116448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001537052,0.0001032632,0.003244721,0.000001573222,0.00003005096,0.00002222194,0.00005024901,0.000004842037,0.7648591,0.1973291,0.03408084,0.000258613],"study_design_scores_gemma":[0.001288104,0.0001498818,0.554248,0.0000058807,0.00001915149,0.00008882774,0.00004436695,0.000005024718,0.02121199,0.03604455,0.3865946,0.0002996293],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589329,0.0007311257,0.00001298809,0.00005172636,0.0001443503,0.00006926281,0.000005353306,0.0003697879,0.1396826],"genre_scores_gemma":[0.9902055,0.00000109943,0.0001165372,0.00004201474,0.0001286677,0.00001593156,0.0000494948,0.00005176275,0.009389031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7436472,"threshold_uncertainty_score":0.9988608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232189449926318,"score_gpt":0.2498789676413504,"score_spread":0.2375570731420872,"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."}}