{"id":"W2750224454","doi":"10.1016/j.humimm.2006.08.104","title":"22-P","year":2006,"lang":"en","type":"article","venue":"Human Immunology","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":[0.00008856464,0.0001058885,0.0001402016,0.0001390684,0.0001518501,0.00001594004,0.000215588,0.00009363583,0.002829105],"category_scores_gemma":[0.000009981424,0.0001108649,0.00004724939,0.0001191038,0.0002472861,0.00006002236,0.00007002288,0.0001459972,0.02996002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000698793,"about_ca_system_score_gemma":0.00001255876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005103573,"about_ca_topic_score_gemma":0.000177919,"domain_scores_codex":[0.9991649,0.00007071781,0.0001781435,0.0001875079,0.00006690255,0.0003318168],"domain_scores_gemma":[0.999489,0.00001857666,0.0000652141,0.0003800823,0.00003551483,0.00001158468],"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":[0.00001532182,0.0001061426,0.003185979,0.00000157943,0.0000299174,0.00002215749,0.00003869405,0.000004489606,0.7367303,0.2117963,0.04782185,0.0002472263],"study_design_scores_gemma":[0.001309863,0.0001490195,0.5163699,0.000005691968,0.00001916224,0.00008999743,0.00004047591,0.000004931825,0.02011277,0.04007566,0.421523,0.0002994995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348939,0.0007279096,0.00001288378,0.00004272731,0.0001445508,0.00006729482,0.000005154995,0.0003621308,0.1637435],"genre_scores_gemma":[0.9893354,0.000001159934,0.0001166572,0.00004196127,0.0001301635,0.0000158427,0.00004924088,0.00005180334,0.01025773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7166175,"threshold_uncertainty_score":0.9980825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331651996006804,"score_gpt":0.2539533035576427,"score_spread":0.2406367835975746,"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."}}