{"id":"W3128346043","doi":"10.2139/ssrn.3773889","title":"Covalent Stabilization of Antibody Recruitment Enhances Immune Recognition of Cancer Targets","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Antibody; Covalent bond; Cancer; Immune system; Chemistry; Biology; Cancer research; Immunology; Genetics","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":[0.000315332,0.0002671288,0.0002320007,0.0001188944,0.0001537088,0.0002772049,0.0003192076,0.000380687,0.003781001],"category_scores_gemma":[0.0003288604,0.0001562777,0.0002549349,0.0001008609,0.0001816462,0.000188309,0.0003660464,0.0005175378,0.0006887502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355756,"about_ca_system_score_gemma":0.0001570204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001671866,"about_ca_topic_score_gemma":0.0004702908,"domain_scores_codex":[0.9997675,0.00004206398,0.00001365003,0.00005465644,0.00004553426,0.00007659037],"domain_scores_gemma":[0.9998474,0.00003895762,0.00004197133,0.00002235028,0.00001849582,0.00003081766],"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":[0.0001177409,0.00004757274,0.0001341387,0.00003791947,0.00001007114,0.000029098,0.00001069565,0.000116794,0.9972537,0.0001784059,0.00009063866,0.001973229],"study_design_scores_gemma":[0.00001954451,0.0003054627,0.001369395,0.000004641152,0.00001198774,0.0001188746,0.000007587069,0.0007002106,0.9957474,0.00003301266,0.001678172,0.000003722676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922352,0.001154379,0.003671993,0.0001331935,0.00006152836,0.00003679479,0.0000586146,0.0001029729,0.002545188],"genre_scores_gemma":[0.9957309,0.0003335956,0.00133222,0.0001268917,0.00002112983,0.00002195368,0.0001121702,0.00001869788,0.002302426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003781001,"threshold_uncertainty_score":0.0126487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716765555954113,"score_gpt":0.377326887057309,"score_spread":0.3301592314977679,"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."}}