{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301961,0.000254993,0.0007198505,0.0005800815,0.000232145,0.0004163377,0.0002709538,0.0003141638,0.001150082],"category_scores_gemma":[0.002454682,0.0001187506,0.0009973443,0.0005008614,0.0002783747,0.0003023536,0.0003622953,0.0004475871,0.0001064806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004072308,"about_ca_system_score_gemma":0.0005127173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136681,"about_ca_topic_score_gemma":0.002411595,"domain_scores_codex":[0.9993569,0.0002012491,0.00007497409,0.0001063094,0.0001512457,0.0001092769],"domain_scores_gemma":[0.9979407,0.0006173247,0.0008645104,0.00005865912,0.00009967611,0.0004190584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009905976,0.0004802414,0.9813256,0.00008106662,0.0004580258,0.000049592,0.00006311699,0.0001466012,0.0003800384,0.00001354865,0.00007458314,0.007021395],"study_design_scores_gemma":[0.0002082834,0.0074784,0.9913151,0.00001133266,0.0002433114,0.0001178196,0.0001053098,0.0001957595,0.000158205,0.00001707581,0.0001433083,0.000006117115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994729,0.0002928559,0.00002218128,0.00001317872,0.000005541033,0.00001102988,0.00009287421,7.204845e-7,0.00008870321],"genre_scores_gemma":[0.999599,0.00009679763,0.00003177414,0.000008671816,0.00001212392,0.00001253866,0.000191159,4.977524e-7,0.0000474239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136681,"threshold_uncertainty_score":0.006885529,"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."}}