{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003817446,0.0001412568,0.0002601113,0.0003228918,0.0002788733,0.00050929,0.0003000889,0.0001992599,0.0009545625],"category_scores_gemma":[0.0007897474,0.0001379375,0.0005700252,0.0004062049,0.000252118,0.0002258149,0.0005199515,0.0002955302,0.00007784281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924238,"about_ca_system_score_gemma":0.000736882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496279,"about_ca_topic_score_gemma":0.03718977,"domain_scores_codex":[0.9997198,0.0000434404,0.00002360575,0.0001161748,0.00004495701,0.00005207929],"domain_scores_gemma":[0.9995536,0.00006758642,0.0001833398,0.00004751051,0.0000385036,0.0001094269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009780137,0.00005152033,0.9926582,0.00003568954,0.0003319445,0.00006760411,0.0001125926,0.0001406739,0.0006740698,0.00003027358,0.0001591412,0.004760301],"study_design_scores_gemma":[0.00003870111,0.0002504561,0.9985791,0.000008097415,0.0001195822,0.000104535,0.0002290689,0.0001559365,0.0001451745,0.00001620383,0.0003488046,0.000004351941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999511,0.0001976461,0.0000153593,0.00001111396,0.000003032826,0.000006112087,0.0001453444,5.725439e-7,0.0001098939],"genre_scores_gemma":[0.999438,0.0000923593,0.00002107694,0.00001245548,0.000004890324,0.000006648247,0.0003346913,6.506369e-7,0.00008925422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496279,"threshold_uncertainty_score":0.02975142,"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."}}