{"id":"W2768411392","doi":"10.1016/j.radonc.2017.10.016","title":"Delineation of the primary tumour Clinical Target Volumes (CTV-P) in laryngeal, hypopharyngeal, oropharyngeal and oral cavity squamous cell carcinoma: AIRO, CACA, DAHANCA, EORTC, GEORCC, GORTEC, HKNPCSG, HNCIG, IAG-KHT, LPRHHT, NCIC CTG, NCRI, NRG Oncology, PHNS, SBRT, SOMERA, SRO, SSHNO, TROG consensus guidelines","year":2017,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":405,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Oncology; Internal medicine; Basal cell; Nuclear 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002254484,0.0006662955,0.002904371,0.000235887,0.0007645887,0.00004666219,0.0004912891,0.0008385723,0.0001275511],"category_scores_gemma":[0.0006705645,0.0005147975,0.0003602943,0.0001976186,0.001984108,0.0002217373,0.000287884,0.001130911,0.000004225657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471045,"about_ca_system_score_gemma":0.001793986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005231733,"about_ca_topic_score_gemma":0.009567543,"domain_scores_codex":[0.9946882,0.0008709154,0.001976343,0.00109911,0.0004399594,0.0009255008],"domain_scores_gemma":[0.99625,0.0008352073,0.001105869,0.0009492818,0.0004349183,0.0004247256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004988558,0.001808322,0.800198,0.0005898411,0.0002652667,0.000782582,0.001194261,0.00002438839,0.01561512,0.00004037774,0.06625945,0.1082339],"study_design_scores_gemma":[0.02569014,0.006324235,0.8187343,0.0001236649,0.0004756653,0.0005092929,0.0004134867,0.003055522,0.001229562,0.0001038209,0.1427008,0.0006395361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312286,0.05245089,0.00006030819,0.01197577,0.001408486,0.001456512,0.0001618479,0.00006120038,0.001196382],"genre_scores_gemma":[0.9724028,0.01570597,0.003378112,0.005599712,0.001350023,0.0001150533,0.00005937435,0.00008493095,0.001304081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075943,"threshold_uncertainty_score":0.9997303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525183296626017,"score_gpt":0.3737807488502449,"score_spread":0.3212624191876432,"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."}}