{"id":"W4393085631","doi":"10.1158/1538-7445.am2024-1859","title":"Abstract 1859: Diverse CD28-binding IgG and heavy chain-only antibodies for T-cell engager development","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AbCellera (Canada)","funders":"","keywords":"Antibody; Immunology; Molecular biology; Medicine; Cancer research; Biology","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":[0.0003109204,0.0003761913,0.0002217513,0.0003726363,0.0001687863,0.0003872636,0.0004008754,0.0003741175,0.006844802],"category_scores_gemma":[0.0001746975,0.0001417996,0.0001826254,0.0002361898,0.0001461991,0.0002471042,0.0003194289,0.0005451784,0.00224385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032899,"about_ca_system_score_gemma":0.000237609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004106661,"about_ca_topic_score_gemma":0.0007216384,"domain_scores_codex":[0.9998069,0.00003567532,0.00001326839,0.00003509725,0.00007220959,0.00003687774],"domain_scores_gemma":[0.9999285,0.00001340902,0.00001078992,0.000008592266,0.00001876689,0.00001992786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001171448,0.00008012154,0.0003133596,0.0001054136,0.00001519375,0.00009252783,0.00002411687,0.0002775543,0.9735865,0.0007951491,0.002672404,0.02192057],"study_design_scores_gemma":[0.00006799663,0.0005325287,0.002175972,0.00001672264,0.00002917467,0.0005682319,0.00002242055,0.00178128,0.9459197,0.0003435039,0.04852885,0.00001356218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353968,0.01297667,0.09481057,0.002116455,0.0006831052,0.0007297314,0.003327688,0.001924677,0.04803441],"genre_scores_gemma":[0.9036236,0.003954851,0.04770675,0.0007705759,0.0001090889,0.0002882091,0.003056392,0.0001828999,0.04030763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006844802,"threshold_uncertainty_score":0.02289808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360297226570499,"score_gpt":0.438659309344298,"score_spread":0.3026295866872482,"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."}}