{"id":"W4394816071","doi":"10.1080/14728214.2024.2339906","title":"Emerging monoclonal antibody therapy for head and neck squamous cell carcinoma","year":2024,"lang":"en","type":"article","venue":"Expert Opinion on Emerging Drugs","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Head and neck squamous-cell carcinoma; Oncology; Internal medicine; Head and neck; Incidence (geometry); Monoclonal antibody; Head and neck cancer; Immunotherapy; Antibody; Cancer; Immunology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001666404,0.0002816598,0.0003934252,0.0001946447,0.0002550853,0.0000440863,0.00007128042,0.00008082799,0.00007026222],"category_scores_gemma":[0.00002118094,0.000230499,0.0001616829,0.0001926232,0.00005443513,0.00009373829,0.0000395187,0.0001914153,0.00001810409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007398966,"about_ca_system_score_gemma":0.00009681239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305336,"about_ca_topic_score_gemma":0.000001487334,"domain_scores_codex":[0.9984382,0.00002607148,0.0002885435,0.0005508533,0.0002777944,0.0004185422],"domain_scores_gemma":[0.9993694,0.0001516651,0.00003623803,0.0002312325,0.00005702157,0.000154437],"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":[0.002960488,0.001035243,0.01298355,0.001506374,0.000313793,0.0001092906,0.07978518,0.00003151467,0.06553742,0.003656751,0.2400831,0.5919973],"study_design_scores_gemma":[0.003725327,0.001546603,0.005803371,0.0004685191,0.000008451734,0.0000185732,0.001577649,0.005094952,0.01009628,0.00006251902,0.9712231,0.0003746642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8435725,0.132014,0.0002718506,0.01516842,0.003069874,0.0007210556,0.0000210881,0.0002938511,0.004867388],"genre_scores_gemma":[0.9854704,0.009713608,0.000621439,0.001745236,0.001388081,0.0001366739,0.00006011,0.00007420361,0.0007902876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.73114,"threshold_uncertainty_score":0.9399475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019522110742881,"score_gpt":0.3631607518519307,"score_spread":0.3329655307445019,"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."}}