{"id":"W2985055939","doi":"10.1016/s0167-8140(19)33186-x","title":"133 Does “5+5” Equal Better Radiation Treatment Plans in Head and Neck Cancers?","year":2019,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Head and neck; Medicine; Head and neck cancer; Oncology; Radiation therapy; Internal medicine; 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":[0.008879639,0.0002543464,0.0006458659,0.0005827561,0.0005433728,0.002005076,0.001026358,0.000994331,0.0221772],"category_scores_gemma":[0.03935649,0.0002349901,0.00203494,0.001218248,0.001366334,0.003190123,0.0009828658,0.001369869,0.0009779363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213112,"about_ca_system_score_gemma":0.003368648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339343,"about_ca_topic_score_gemma":0.0306973,"domain_scores_codex":[0.9948421,0.003067301,0.0004641202,0.000300573,0.0008870414,0.0004388268],"domain_scores_gemma":[0.9887648,0.006407812,0.002511381,0.0006828249,0.001145672,0.000487604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02001392,0.001109007,0.1753538,0.002368554,0.002921713,0.0002074609,0.001594302,0.005258519,0.00143907,0.03647003,0.02172855,0.731535],"study_design_scores_gemma":[0.003168777,0.01388469,0.7794475,0.003855521,0.0073012,0.001196299,0.008189625,0.003658405,0.00290097,0.05401808,0.122189,0.0001900394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7401174,0.06457445,0.003361166,0.0852848,0.0059146,0.0002696831,0.001837167,0.00005595367,0.09858481],"genre_scores_gemma":[0.9872594,0.00352747,0.001257671,0.005265427,0.000943231,0.0000308472,0.0002564412,0.00003283583,0.001426589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0221772,"threshold_uncertainty_score":0.07419008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871819629685648,"score_gpt":0.3332767444298504,"score_spread":0.3145585481329939,"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."}}