{"id":"W2997429041","doi":"10.1136/bmjopen-2019-035431","title":"Finding/identifying primaries with neck disease (FIND) clinical trial protocol: a study integrating transoral robotic surgery, histopathological localisation and tailored deintensification of radiotherapy for unknown primary and small oropharyngeal head and neck squamous cell carcinoma","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Transoral robotic surgery; Radiation therapy; Swallowing; Clinical trial; Neck dissection; Head and neck cancer; Head and neck; Surgery; Internal medicine; Carcinoma","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":[0.01432321,0.002814407,0.003487958,0.0006977927,0.001695706,0.002345584,0.002269875,0.003277768,0.0239978],"category_scores_gemma":[0.008559775,0.001479003,0.001920667,0.001000418,0.002430856,0.00197136,0.001126835,0.003420226,0.005230782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218052,"about_ca_system_score_gemma":0.01141808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296877,"about_ca_topic_score_gemma":0.004195676,"domain_scores_codex":[0.995174,0.00301334,0.0004176382,0.0004759405,0.0004463157,0.0004728067],"domain_scores_gemma":[0.9951723,0.0008248158,0.001343755,0.0005628348,0.0005077804,0.001588503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9631104,0.01742491,0.00167729,0.001918805,0.0005998259,0.00006296829,0.0001716653,0.0003959229,0.001665259,0.0003611877,0.002882143,0.009729754],"study_design_scores_gemma":[0.8997337,0.09161729,0.003210116,0.0002141274,0.0003325265,0.00003915851,0.00006045049,0.0003343773,0.0004348255,0.0003193409,0.003678589,0.00002550497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1566821,0.001208063,0.002066243,0.001024228,0.0006492055,0.8268267,0.005521258,0.0001907758,0.005831443],"genre_scores_gemma":[0.1097826,0.0007606013,0.005344292,0.0009595202,0.0004043385,0.8765215,0.00185779,0.00003228832,0.004337077],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0239978,"threshold_uncertainty_score":0.08028066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055008487682064,"score_gpt":0.4269305292117994,"score_spread":0.2214296804435929,"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."}}