{"id":"W2013063563","doi":"10.4161/mabs.1.6.10221","title":"Americas Antibody Congress","year":2009,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; Abbott (Canada)","funders":"","keywords":"Immunogenicity; Dialog box; Antibody; Library science; Medicine; Computer science; Immunology; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.00009662854,0.00008391331,0.0001743421,0.00006001635,0.00005824343,0.00001494633,0.00007136217,0.00003582237,0.0007529165],"category_scores_gemma":[0.00004949302,0.00006102423,0.00007167125,0.0001413127,0.00007164117,0.00003121701,0.00002167132,0.0001474973,0.0005880281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001392485,"about_ca_system_score_gemma":0.00003229991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005162004,"about_ca_topic_score_gemma":0.000001106655,"domain_scores_codex":[0.9992109,0.00002282209,0.0001141938,0.0001490949,0.000261718,0.0002412901],"domain_scores_gemma":[0.9995595,0.00003866992,0.00002041579,0.0001635146,0.00006882783,0.0001490879],"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":[0.003169858,0.00106848,0.1377994,0.0001983954,0.0001868512,0.002720422,0.0003589421,0.000003906443,0.3843944,0.016968,0.1167935,0.3363378],"study_design_scores_gemma":[0.0007799357,0.0008181473,0.524067,0.00006336727,0.00002160073,0.0002415161,0.00004091648,0.0002201335,0.007171709,0.0005557153,0.4658717,0.0001482133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057622,0.0005759609,0.00005402769,0.01583613,0.0001342583,0.0001570373,0.000006624555,0.00006604018,0.07740773],"genre_scores_gemma":[0.9702775,0.0001741496,0.0004339583,0.002804206,0.0002378502,0.000001847758,0.00003998367,0.000006583632,0.02602394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3862677,"threshold_uncertainty_score":0.8243908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200114794780889,"score_gpt":0.3917552252010655,"score_spread":0.3597540772532566,"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."}}