{"id":"W3021794742","doi":"10.1016/j.humimm.2006.08.095","title":"13-P","year":2006,"lang":"en","type":"article","venue":"Human Immunology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Chemistry","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":[0.00008784657,0.0001061102,0.0001404414,0.0001406134,0.0001542685,0.0000160439,0.0002182453,0.00009367036,0.002011335],"category_scores_gemma":[0.000009592236,0.0001108848,0.00004708904,0.0001171504,0.0002481376,0.00006030297,0.00006750587,0.0001465736,0.03050209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006509707,"about_ca_system_score_gemma":0.00001218623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799522,"about_ca_topic_score_gemma":0.0004823761,"domain_scores_codex":[0.9991663,0.00007020484,0.0001785185,0.0001875358,0.00006505544,0.0003324229],"domain_scores_gemma":[0.9994892,0.00001837799,0.00006534242,0.0003796802,0.00003574639,0.00001159217],"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":[0.00001739601,0.0001150825,0.005045481,0.000001760195,0.00003339816,0.00002472364,0.0000578061,0.000007256127,0.7807726,0.1777535,0.03589892,0.0002720094],"study_design_scores_gemma":[0.001237293,0.0001368073,0.6631795,0.000005466409,0.00001805661,0.00008098097,0.00004024621,0.000005434359,0.01642442,0.0353606,0.2832316,0.0002796917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706136,0.0006864824,0.00001311654,0.00004795756,0.0001393345,0.00006645263,0.000005198573,0.000358937,0.128069],"genre_scores_gemma":[0.9905199,0.000001170847,0.00008847364,0.00004203684,0.0001273746,0.00001572744,0.00004907339,0.00005149554,0.009104726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643482,"threshold_uncertainty_score":0.9989009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332559923935573,"score_gpt":0.2504892243230731,"score_spread":0.2371636250837174,"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."}}