{"id":"W4213140979","doi":"10.1517/eobt.3.6.1001.21267","title":"Drug discovery for inflammatory diseases","year":2003,"lang":"en","type":"article","venue":"Expert Opinion on Biological Therapy","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunology; Drug discovery; Innate immune system; Immune system; Chemokine; Autoimmunity; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432919,0.0001706531,0.0002554801,0.00004908336,0.0001298967,0.00002429158,0.00009837638,0.00008632394,0.0004005067],"category_scores_gemma":[0.0001501336,0.00009257062,0.0002301413,0.00007095636,0.0001433679,0.00004965927,0.00001609896,0.0001209178,0.00004941471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002733057,"about_ca_system_score_gemma":0.00005109757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004706744,"about_ca_topic_score_gemma":1.494674e-7,"domain_scores_codex":[0.9988936,0.0001141432,0.0001843663,0.0003085347,0.0001981255,0.0003011899],"domain_scores_gemma":[0.9991934,0.0003569684,0.00003397191,0.0001900637,0.00004790671,0.0001776493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03071955,0.004897732,0.1450844,0.00005708101,0.0005868783,0.0000686304,0.0007149529,0.000006815487,0.1151507,0.3110723,0.1735218,0.2181192],"study_design_scores_gemma":[0.001430523,0.001111222,0.01972914,0.00003262091,1.597336e-7,0.000007372656,0.00006012805,0.000007471511,0.01184802,0.001686554,0.9639406,0.0001462322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389602,0.04468366,0.0002868096,0.008184677,0.001033233,0.00144294,0.00008151381,0.0001553374,0.005171647],"genre_scores_gemma":[0.8209013,0.1651711,0.0006849315,0.009202301,0.001231194,0.0003879886,0.0002166107,0.00002967539,0.002174872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7904188,"threshold_uncertainty_score":0.4385268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0927975923568113,"score_gpt":0.3822565203587953,"score_spread":0.289458928001984,"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."}}