{"id":"W4200094259","doi":"10.1002/hed.26968","title":"Selected functional outcomes in advanced oral cancer: Comparison of surgery alone versus surgery with postoperative radiotherapy","year":2021,"lang":"en","type":"article","venue":"Head & Neck","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Surgery; Radiation therapy; Port (circuit theory); Cancer; Observational study; Cohort study; Cohort; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001298759,0.0002223584,0.001242426,0.0001572804,0.00005526353,0.000006474134,0.00002681776,0.0000846557,0.000654424],"category_scores_gemma":[0.00008777908,0.0001785656,0.0001025592,0.0008170149,0.00006896639,0.0000914138,0.00001000199,0.0002252666,0.000005569981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008915496,"about_ca_system_score_gemma":0.002470102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384078,"about_ca_topic_score_gemma":0.006118611,"domain_scores_codex":[0.9981694,0.0001171891,0.0005469462,0.0003578237,0.000396134,0.0004124556],"domain_scores_gemma":[0.9983199,0.0007259052,0.0001573097,0.0002559427,0.0003805857,0.0001604216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009296965,0.0008146075,0.9696719,0.0001576409,0.000235692,0.0001364632,0.0002588877,0.0002947611,0.0007493909,0.000007707093,0.002727856,0.01564812],"study_design_scores_gemma":[0.006815413,0.0006131977,0.978045,0.0004720057,0.00005744502,0.00002745813,0.0001787069,0.0002383809,0.01040835,0.000001342845,0.002966523,0.0001762001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870025,0.00613796,0.00001584123,0.005621164,0.0007236317,0.0003650895,0.00003631929,0.00004700444,0.00005051527],"genre_scores_gemma":[0.9960756,0.0006381206,0.001854597,0.0007183085,0.0000737076,0.0001280234,0.0001667116,0.00003676506,0.0003081928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547192,"threshold_uncertainty_score":0.7281695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012169478833805,"score_gpt":0.3976891009135259,"score_spread":0.2964721530301455,"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."}}