{"id":"W4249766809","doi":"10.21203/rs.3.rs-574396/v1","title":"Cost-utility of Two Minimally-invasive Surgical Techniques for Operable Oropharyngeal Cancer: Transoral Robotic Surgery Versus Transoral Laser Microsurgery","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Transoral robotic surgery; Transoral laser microsurgery; Medicine; Surgery; Head and neck cancer; Microsurgery; Robotic surgery; Head and neck; Radiation therapy","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":[0.00307147,0.0007369968,0.001028148,0.001266537,0.000228236,0.002241762,0.0009756595,0.001122396,0.005932705],"category_scores_gemma":[0.00967748,0.0003315298,0.002939302,0.001076342,0.0004690997,0.001280168,0.001022524,0.001014681,0.0002332239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500704,"about_ca_system_score_gemma":0.001887201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223667,"about_ca_topic_score_gemma":0.002866864,"domain_scores_codex":[0.9980283,0.001090458,0.00007713988,0.0001922055,0.0003803572,0.0002314853],"domain_scores_gemma":[0.9939643,0.004603354,0.0006943168,0.00015803,0.0002732936,0.000306816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01473542,0.001156494,0.04899037,0.002126678,0.002232481,0.000684635,0.00007368224,0.7412614,0.003006714,0.01064493,0.002219936,0.1728672],"study_design_scores_gemma":[0.00130749,0.01345164,0.08860512,0.0008657565,0.004034788,0.002289051,0.0008626756,0.8672296,0.004895389,0.01197772,0.004245364,0.0002353344],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466105,0.01068505,0.0276361,0.001647197,0.0001271118,0.0006067661,0.001726526,0.00009016559,0.01087068],"genre_scores_gemma":[0.9959882,0.0007419849,0.002303625,0.00006403642,0.00001757626,0.00008399835,0.0002911491,0.000005862383,0.0005036776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005932705,"threshold_uncertainty_score":0.02539945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2048222511614448,"score_gpt":0.4639217540766458,"score_spread":0.259099502915201,"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."}}