{"id":"W4229045188","doi":"10.3389/froh.2022.912861","title":"Historical Perspective: How the Discovery of HPV Virus Led to the Utilization of a Robot","year":2022,"lang":"en","type":"article","venue":"Frontiers in Oral Health","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Radiation therapy; Incidence (geometry); Disease; Head and neck cancer; Clinical trial; Human papillomavirus; Cancer; Oncology; Intensive care medicine; Internal medicine","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":[0.0004923747,0.00007097493,0.0003840734,0.00008680585,0.0001553208,0.000002699891,0.000111509,0.0000157296,0.00001446291],"category_scores_gemma":[0.000107872,0.00004201168,0.00006081616,0.0004791566,0.00005529292,0.00003260832,0.00007802619,0.0001895539,1.761221e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839693,"about_ca_system_score_gemma":0.0003463268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002896038,"about_ca_topic_score_gemma":0.000593394,"domain_scores_codex":[0.9990019,0.0001881619,0.0002050341,0.0001436211,0.0002891955,0.0001720959],"domain_scores_gemma":[0.9995699,0.00003443256,0.0001032115,0.0002035955,0.00004816182,0.00004072029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001661059,0.0005200009,0.06552763,0.0002272934,0.00009311888,0.000005561574,0.02693951,0.0003655654,0.0001194164,0.001812372,0.8397299,0.06299858],"study_design_scores_gemma":[0.003285277,0.005887188,0.4705689,0.0001266749,0.00008763267,0.00001278391,0.07451272,0.00161104,0.0004180756,0.0007934423,0.4424528,0.0002433885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2130926,0.1044134,0.05186167,0.6149998,0.008139315,0.004382352,0.0001527787,0.00006476777,0.002893263],"genre_scores_gemma":[0.9957577,0.0006137606,0.000853419,0.001384091,0.00006787795,0.00005959281,0.000002530874,0.000009783612,0.001251269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.782665,"threshold_uncertainty_score":0.4810732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601057423717122,"score_gpt":0.3514374828805505,"score_spread":0.2913317405088383,"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."}}