{"id":"W4251934156","doi":"10.1080/19420862.2015.1089707","title":"Antibody Engineering & Therapeutics 2015: The Antibody Society's annual meeting December 7–10, 2015, San Diego, CA","year":2015,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Viventia Bio (Canada); Burnaby Hospital; Simon Fraser University","funders":"National Cancer Institute","keywords":"Antibody; Medicine; Session (web analytics); Immunotherapy; Computational biology; Immunology; Immune system; Biology; 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":[],"category_scores_codex":[0.000901976,0.0003271106,0.0004020655,0.00007696645,0.0002322752,0.00007650573,0.0003207081,0.0001706148,0.0009111499],"category_scores_gemma":[0.0001500388,0.0002100906,0.0002719935,0.0003355348,0.0001868953,0.0001311299,0.0002615656,0.0005834365,0.0009064595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008681294,"about_ca_system_score_gemma":0.0002063116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004226946,"about_ca_topic_score_gemma":0.0001149987,"domain_scores_codex":[0.9974889,0.00008575591,0.0003730951,0.000374015,0.0009206246,0.0007575753],"domain_scores_gemma":[0.9983405,0.0002427247,0.00008439572,0.000512386,0.0004486036,0.0003714238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008093444,0.0004165598,0.05219743,0.000363289,0.0009964498,0.0001476469,0.006380417,0.0004156675,0.1187742,0.0004698806,0.8159947,0.00303437],"study_design_scores_gemma":[0.001036188,0.0002219078,0.01267283,0.0001386779,0.0001149851,0.0001626273,0.0008176259,0.004693024,0.0009447747,0.00006968255,0.9787969,0.000330779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410513,0.01323058,0.001388051,0.01762046,0.0009984842,0.0009380318,0.0001795975,0.0002934821,0.02430002],"genre_scores_gemma":[0.9143496,0.001064835,0.004428862,0.003066951,0.002783651,0.00003878544,0.001087809,0.000176553,0.07300301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628022,"threshold_uncertainty_score":0.9998714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350262596335087,"score_gpt":0.3676728895309278,"score_spread":0.3241702635675769,"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."}}