{"id":"W1968872582","doi":"10.4161/mabs.22221","title":"IBC’s 23rd Antibody Engineering and 10th Antibody Therapeutics Conferences and the Annual Meeting of The Antibody Society","year":2012,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Antibody; Medicine; Bispecific antibody; Intellectual property; Immunology; Political science; Law; Monoclonal antibody","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":[0.0008150489,0.0001967997,0.0003666267,0.00003771594,0.000230148,0.0000382264,0.0001688761,0.00009535964,0.00003016217],"category_scores_gemma":[0.0000779359,0.00009686911,0.0001443927,0.0001789637,0.0006532749,0.0001101941,0.0002598352,0.0003511842,0.000003294783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033481,"about_ca_system_score_gemma":0.00006459421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002779035,"about_ca_topic_score_gemma":0.000004491947,"domain_scores_codex":[0.9985891,0.00009289244,0.0002755316,0.0001858488,0.0004303214,0.0004263092],"domain_scores_gemma":[0.9990255,0.0003821342,0.00009861734,0.0002364663,0.0001396433,0.0001176783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003644958,0.0001392167,0.8011241,0.0006064074,0.0004867773,0.000003879305,0.006431592,0.000005670974,0.1714875,0.01547174,0.0002608395,0.003617781],"study_design_scores_gemma":[0.002754535,0.0002047549,0.9313439,0.0004517276,0.0002902907,0.0001952539,0.003567473,0.005511539,0.009681677,0.0001790311,0.0455002,0.0003196567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863138,0.007081098,0.00008192031,0.004011267,0.0001750721,0.00035656,0.0000372394,0.00002358246,0.001919505],"genre_scores_gemma":[0.9957378,0.002647302,0.0002982409,0.0004574831,0.0002809724,0.00000430734,0.00002058589,0.00001834624,0.0005349469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618058,"threshold_uncertainty_score":0.3950208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341126038249845,"score_gpt":0.3220305306022519,"score_spread":0.2986192702197534,"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."}}