{"id":"W4280558653","doi":"10.3390/curroncol29050295","title":"De-Escalation Strategies for Human Papillomavirus-Associated Oropharyngeal Squamous Cell Carcinoma—Where Are We Now?","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; De-escalation; Oncology; Human papillomavirus; Internal medicine; Disease; Population; Head and neck squamous-cell carcinoma; Head and neck; Quality of life (healthcare); Head and neck cancer; Intensive care medicine; Cancer; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001237119,0.0005814831,0.001870379,0.001369954,0.0002159591,0.00098109,0.0009690805,0.0008763023,0.004261036],"category_scores_gemma":[0.002333024,0.0002278749,0.00160342,0.001400675,0.0002657586,0.001127663,0.0004748799,0.001244376,0.0005725155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005061559,"about_ca_system_score_gemma":0.001135794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329142,"about_ca_topic_score_gemma":0.00316804,"domain_scores_codex":[0.9995598,0.0001693227,0.00009855684,0.0000486547,0.00009691279,0.00002673633],"domain_scores_gemma":[0.9991133,0.0006434744,0.0001211162,0.00001540347,0.00008890483,0.00001787158],"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":[0.0002579446,0.0000844841,0.0001537468,0.1676988,0.0008006346,0.0001048963,0.0001009857,0.0003277523,0.0004863932,0.001561909,0.009382066,0.8190403],"study_design_scores_gemma":[0.0003263463,0.0009490353,0.0031346,0.2059441,0.005783356,0.001616803,0.0003541294,0.0002503543,0.0007488374,0.003098747,0.7777427,0.00005093026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009675996,0.9995389,0.00002551337,0.0001178959,0.00004076962,0.000006731554,0.00001037095,0.000001477146,0.0001616062],"genre_scores_gemma":[0.0008061175,0.998832,0.00008944211,0.000145724,0.00003362936,0.000009666687,0.00001288736,6.113853e-7,0.00006989621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004261036,"threshold_uncertainty_score":0.01425463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2374785405519337,"score_gpt":0.4594543283508156,"score_spread":0.2219757877988819,"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."}}