{"id":"W3210655451","doi":"10.1002/hed.26915","title":"Risk stratification after recurrence of human papillomavirus (<scp>HPV)</scp>‐related and <scp>non‐HPV</scp>‐related oropharyngeal cancer: Secondary analysis of <scp>NRG</scp> Oncology <scp>RTOG</scp> 0129 and 0522","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Medicine; Internal medicine; Oncology; Human papillomavirus; Risk stratification; Cancer; Retrospective cohort study","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":[0.001485222,0.0003606005,0.0006450567,0.0007095916,0.0001657961,0.000441535,0.0003447829,0.0003630934,0.001866437],"category_scores_gemma":[0.002600663,0.0001459239,0.00162483,0.0005679958,0.0001665227,0.0002369197,0.0003650161,0.0004644014,0.0002400683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421404,"about_ca_system_score_gemma":0.0004649754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862262,"about_ca_topic_score_gemma":0.003048791,"domain_scores_codex":[0.999345,0.0002070365,0.00007993187,0.0001534372,0.0001231127,0.00009155019],"domain_scores_gemma":[0.9981765,0.0006278672,0.0006266137,0.0001714696,0.0001534766,0.000244157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004017428,0.0001081166,0.988399,0.00005156674,0.0004491816,0.00009156892,0.00004714508,0.0002483617,0.0008355733,0.00001957708,0.0001955852,0.005536883],"study_design_scores_gemma":[0.0001853754,0.001125733,0.9962987,0.00001077887,0.000389419,0.0003834812,0.00004136391,0.0006611214,0.0005946096,0.00004409426,0.000258919,0.000006472742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990112,0.0002293405,0.0002521177,0.00002042639,0.000004662038,0.00004515943,0.0002437715,0.000005659879,0.0001876328],"genre_scores_gemma":[0.9989917,0.00004644439,0.0001750842,0.00001876643,0.000008765243,0.0000291262,0.0005862648,0.000003064257,0.0001407131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866437,"threshold_uncertainty_score":0.00785476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866512793899354,"score_gpt":0.3134757658137233,"score_spread":0.2948106378747297,"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."}}