{"id":"W4379345743","doi":"10.1200/jco.2023.41.16_suppl.e18030","title":"Combinatorial immune biomarkers of efficacy on buparlisib and paclitaxel in patients with SCCHN: BERIL-1 sub-analysis.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Immune system; Oncology; Internal medicine; Paclitaxel; CDKN2A; Chemotherapy; Cancer; Immunology","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":[0.001493373,0.000403297,0.001133463,0.0006672264,0.0001696358,0.0006633574,0.0003460198,0.0003259895,0.001579605],"category_scores_gemma":[0.000985097,0.0001610518,0.000923423,0.000576326,0.0002463127,0.0003630993,0.0004237763,0.0006279947,0.0002553482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005358199,"about_ca_system_score_gemma":0.000427904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002538268,"about_ca_topic_score_gemma":0.0007362429,"domain_scores_codex":[0.9995229,0.0001375271,0.00003646594,0.0001275197,0.0001137247,0.00006194552],"domain_scores_gemma":[0.9989607,0.0003679693,0.0003323267,0.00009000463,0.00009364679,0.000155371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.109047,0.002487002,0.6812626,0.001157268,0.005978324,0.0003536283,0.0001499499,0.003547131,0.05605138,0.0001698937,0.001966201,0.1378297],"study_design_scores_gemma":[0.004200847,0.02220793,0.9462506,0.00005875033,0.006118536,0.001108413,0.0001494125,0.006378882,0.01007667,0.000428254,0.002980828,0.0000409148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964356,0.001890326,0.0002906394,0.00007528608,0.000008938,0.00009938009,0.0007244021,0.00002205249,0.0004534021],"genre_scores_gemma":[0.9967839,0.0002283617,0.0005046581,0.0001244898,0.00002034277,0.00007451751,0.002014637,0.000007882558,0.0002412471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579605,"threshold_uncertainty_score":0.007897854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026273937400142,"score_gpt":0.4083107521902744,"score_spread":0.3580480128162729,"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."}}