{"id":"W4210422384","doi":"10.1002/hon.2879","title":"ORAL PRESENTATIONS","year":2021,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag; Pharmacyclics; Genentech; Centre Hospitalier Universitaire de Clermont-Ferrand; Centre hospitalier régional universitaire de Lille; Humanitas University; Centre Hospitalier Universitaire de Nantes; Università di Pisa; Universität zu Köln; Washington University in St. Louis; Université Paris Descartes; GlaxoSmithKline; Centre Hospitalier Universitaire Vaudois; Institute for Oil Sands Innovation, University of Alberta; Swiss Institute of Bioinformatics; AstraZeneca; Centre Hospitalier Régional Universitaire de Montpellier; Jewish General Hospital; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Seagen; Sunesis; Centre Hospitalier Universitaire de Bordeaux; BeiGene; Università Degli Studi di Modena e Reggio Emila; University of Rochester; Gilead Sciences; Institut National de la Santé et de la Recherche Médicale; Région Normandie; Memorial Sloan-Kettering Cancer Center; Bristol-Myers Squibb; Eli Lilly and Company; American Society of Clinical Oncology; Celgene; Amgen; Assistance publique-Hôpitaux de Paris; National Science Foundation","keywords":"Medicine; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001567237,0.0001150666,0.0006910709,0.0000419919,0.00007220555,0.000006341749,0.00005888634,0.0003726137,0.006050244],"category_scores_gemma":[0.0007657431,0.00008359353,0.0001620742,0.0002773625,0.0001897027,0.00003229373,0.00008853127,0.0003294942,0.0007917512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006355817,"about_ca_system_score_gemma":0.0004389142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003865492,"about_ca_topic_score_gemma":0.0000168623,"domain_scores_codex":[0.9985902,0.0002386978,0.0003489412,0.0003225511,0.0001438264,0.0003557695],"domain_scores_gemma":[0.9986354,0.0006331349,0.00005113543,0.0002136053,0.0001631742,0.0003035192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00113955,0.009590669,0.2741335,0.0002265537,0.0003562541,0.07794577,0.0003047728,0.00000611993,0.02450426,0.3653105,0.1868591,0.05962295],"study_design_scores_gemma":[0.002475462,0.0009538574,0.05476792,0.00001258061,0.00008338864,0.0111949,0.0001392279,0.00007804757,0.004207141,0.002851797,0.9231082,0.0001275072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6537777,0.0004822997,0.0005713273,0.03390505,0.0004653364,0.0002290119,0.000003206819,0.0001848912,0.3103812],"genre_scores_gemma":[0.9775279,0.0001160293,0.008334275,0.008453485,0.0001799523,0.0000574797,0.00004743789,0.00001155468,0.005271871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736249,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08529804487447847,"score_gpt":0.4164861772985224,"score_spread":0.331188132424044,"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."}}