{"id":"W3212144880","doi":"10.1002/ijc.33876","title":"Treatment outcomes and survival following definitive (chemo)radiotherapy in <scp>HPV</scp>‐positive oropharynx cancer: Large‐scale comparison of <scp>DAHANCA</scp> vs <scp>PMH</scp> cohorts","year":2021,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Kræftens Bekæmpelse","keywords":"Medicine; Hazard ratio; Confidence interval; Internal medicine; Radiation therapy; Chemoradiotherapy; Proportional hazards model; Urology; Oncology; Cohort; Chemotherapy; Cancer; Gastroenterology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000334145,0.000439832,0.001825757,0.0003514908,0.000107191,0.00006320547,0.0002286417,0.000164972,0.00005567172],"category_scores_gemma":[0.0005512126,0.00036642,0.0005037104,0.0003181885,0.000136339,0.0002877732,0.00009480274,0.0004646405,0.000002734686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375451,"about_ca_system_score_gemma":0.0009597567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007664474,"about_ca_topic_score_gemma":0.003004266,"domain_scores_codex":[0.996514,0.0001606207,0.001128981,0.0004444965,0.001218941,0.0005329786],"domain_scores_gemma":[0.9960466,0.001654187,0.0007674025,0.0001788087,0.001076784,0.0002762034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275648,0.0009086923,0.9637748,0.00006390594,0.004906389,0.0009321692,0.0142687,0.000139975,0.004616067,0.00008594239,0.002776705,0.007399119],"study_design_scores_gemma":[0.01464737,0.001208415,0.8779234,0.001487076,0.000748334,0.0001579667,0.0104668,0.0002999151,0.05893898,0.0001203513,0.03390834,0.00009300167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448297,0.04706579,0.000191715,0.001413722,0.002976568,0.0003007773,0.0002889359,0.00001815999,0.002914639],"genre_scores_gemma":[0.9728228,0.02337807,0.0004744691,0.0008570311,0.000834694,0.00006686652,0.00003329191,0.00005942088,0.001473366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08585133,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429786270281441,"score_gpt":0.3646180349656425,"score_spread":0.3403201722628281,"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."}}