{"id":"W1997514113","doi":"10.4161/mabs.28421","title":"Antibody Engineering and Therapeutics","year":2014,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Antibody; Computational biology; Immunotherapy; Antibody-drug conjugate; Bispecific antibody; Antibody Repertoire; Biology; Immunology; Monoclonal antibody; Immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551952,0.0009034809,0.0007340644,0.001054082,0.0006383367,0.00230616,0.0008062104,0.001789317,0.01063682],"category_scores_gemma":[0.001436909,0.0004834468,0.0005434181,0.0005854788,0.0009040957,0.001845791,0.001564084,0.00304202,0.008653716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138913,"about_ca_system_score_gemma":0.001007148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483278,"about_ca_topic_score_gemma":0.0005229596,"domain_scores_codex":[0.9987634,0.0002735211,0.00006274072,0.0001986977,0.0005641573,0.0001374525],"domain_scores_gemma":[0.9996313,0.00006207276,0.00004216114,0.00004707323,0.000136913,0.0000804264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002190685,0.0003126182,0.0004887692,0.001477614,0.00009224394,0.0003477265,0.0002107855,0.002069226,0.1984523,0.1688564,0.09678072,0.5306925],"study_design_scores_gemma":[0.00003412309,0.000269699,0.0002190625,0.0001549341,0.00001763047,0.000438215,0.00003382111,0.000964865,0.05657639,0.01425665,0.927012,0.00002268441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02478721,0.4149537,0.2169904,0.03243108,0.02234294,0.0007802151,0.001025649,0.001550881,0.285138],"genre_scores_gemma":[0.2157146,0.2654612,0.1184594,0.01825366,0.004195864,0.0009888202,0.001551094,0.0004954091,0.37488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01063682,"threshold_uncertainty_score":0.03558373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888505635754565,"score_gpt":0.3134748275983281,"score_spread":0.2945897712407824,"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."}}