{"id":"W3127485932","doi":"10.1016/j.oraloncology.2021.105178","title":"Transoral surgery may be less cost effective than radiotherapy","year":2021,"lang":"en","type":"letter","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; General surgery; Surgery","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":[0.001941912,0.0003285686,0.0006371466,0.0005141101,0.002356658,0.002753695,0.0008724818,0.0288288,0.0211236],"category_scores_gemma":[0.01117752,0.0002570324,0.0006722622,0.0006546283,0.001701932,0.002020285,0.0009466625,0.01118792,0.005253167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371565,"about_ca_system_score_gemma":0.00275637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00552727,"about_ca_topic_score_gemma":0.01663715,"domain_scores_codex":[0.9986126,0.0005070683,0.0001647065,0.0001175809,0.0003301377,0.0002677775],"domain_scores_gemma":[0.994652,0.00360332,0.0003814428,0.0001201045,0.0005208775,0.0007222096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003711439,0.0001291844,0.006388634,0.0002313813,0.00004060971,0.007630256,0.0003806803,0.000206374,0.001032103,0.01818435,0.9252673,0.04013801],"study_design_scores_gemma":[0.0001319792,0.0001989438,0.006554246,0.0003196186,0.00003772651,0.007331235,0.001112447,0.0001649717,0.000346771,0.01192647,0.9718384,0.00003724991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002854111,0.002660782,0.00008268983,0.9622012,0.009129846,0.000009103609,0.00004043204,0.00001635426,0.0230054],"genre_scores_gemma":[0.02177249,0.003224665,0.0002285654,0.9058499,0.03766571,0.00002293638,0.00004008846,0.00001683969,0.03117896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0288288,"threshold_uncertainty_score":0.07066542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07702307429541161,"score_gpt":0.3683887808107142,"score_spread":0.2913657065153026,"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."}}