{"id":"W4229002683","doi":"10.1186/s12885-022-09515-2","title":"Combined chemoradiotherapy showed improved outcome with early-stage HPV-positive oropharyngeal cancers","year":2022,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia Hospital; Occupational Cancer Research Centre; University of British Columbia","funders":"BC Cancer Foundation; Terry Fox Research Institute","keywords":"Medicine; Cohort; Internal medicine; Surgical oncology; Chemoradiotherapy; Oncology; Head and neck cancer; Cancer; Retrospective cohort study; Stage (stratigraphy); Cancer registry; Radiation therapy; Hazard ratio; Incidence (geometry); Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003570974,0.0001533476,0.0003308027,0.0002843544,0.0001498365,0.0002520499,0.0001936327,0.0001850095,0.00192194],"category_scores_gemma":[0.0007922386,0.00006778383,0.000372352,0.0002890112,0.0001861336,0.0001991379,0.0002207393,0.0002416022,0.0002341829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077891,"about_ca_system_score_gemma":0.0003077472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008314165,"about_ca_topic_score_gemma":0.001408852,"domain_scores_codex":[0.999832,0.00004065507,0.00001363059,0.00005119109,0.00003650826,0.00002599541],"domain_scores_gemma":[0.9995916,0.0001169057,0.0001555902,0.00003916346,0.00003948425,0.00005720721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003746225,0.0002770799,0.9565021,0.0001088635,0.0003482508,0.0004880149,0.0001012042,0.0002694375,0.007983449,0.00002868885,0.0003864428,0.02976018],"study_design_scores_gemma":[0.0000462262,0.001264541,0.9952832,0.00001415711,0.0002271927,0.001141638,0.00004215169,0.0001741357,0.001193339,0.00002876665,0.0005808862,0.000003848821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976566,0.001230146,0.0001235329,0.00003315251,0.000007730129,0.00001180033,0.0001463593,0.00001065641,0.0007800102],"genre_scores_gemma":[0.9994665,0.0001530871,0.00005553009,0.00001086276,0.00001114746,0.000006300696,0.0001457508,0.000001914954,0.000148953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00192194,"threshold_uncertainty_score":0.006429553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942870235161347,"score_gpt":0.3133163620051651,"score_spread":0.2838876596535516,"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."}}