{"id":"W3023557196","doi":"10.1016/j.humimm.2006.08.184","title":"102-P","year":2006,"lang":"en","type":"article","venue":"Human Immunology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","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":[0.0000914917,0.0001094977,0.0001446721,0.0001463652,0.0001596299,0.00001661226,0.0002225468,0.00009526872,0.002250277],"category_scores_gemma":[0.00001050287,0.0001144518,0.00004870137,0.0001227787,0.0002538981,0.00006230691,0.00007232156,0.0001480487,0.03167746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007176895,"about_ca_system_score_gemma":0.00001311645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005404033,"about_ca_topic_score_gemma":0.000248686,"domain_scores_codex":[0.9991373,0.00007273749,0.0001843386,0.0001935275,0.00006898635,0.0003430542],"domain_scores_gemma":[0.9994733,0.00001921396,0.00006747793,0.0003904954,0.00003745407,0.0000120818],"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":[0.0000162956,0.0001075774,0.003232507,0.000001654542,0.00003115256,0.0000220628,0.00005128869,0.000005193298,0.7528663,0.2095808,0.03380707,0.0002780964],"study_design_scores_gemma":[0.001325314,0.0001554256,0.5346754,0.00000610876,0.00002001132,0.00008706391,0.00004724981,0.000005394117,0.02004429,0.0379874,0.405334,0.0003123104],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512913,0.000707793,0.00001350856,0.00005191587,0.0001440524,0.00007024672,0.000005364321,0.000376836,0.147339],"genre_scores_gemma":[0.9896942,0.000001104502,0.0001198628,0.00004256401,0.0001331196,0.00001634457,0.00005104934,0.00005318719,0.009888501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7328221,"threshold_uncertainty_score":0.9986618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147165669125515,"score_gpt":0.2548074818482179,"score_spread":0.2400909149356664,"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."}}