{"id":"W2110311036","doi":"10.1002/hed.23136","title":"Transoral resection of pharyngeal cancer: Summary of a National Cancer Institute Head and Neck Cancer Steering Committee Clinical Trials Planning Meeting, November 6–7, 2011, Arlington, Virginia","year":2012,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Cancer; Head and neck; Human papillomavirus; Clinical trial; General surgery; Surgery; Internal 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":[0.002731005,0.0003158099,0.001699205,0.0001808801,0.0001575895,0.00001136327,0.0001049209,0.0002287969,0.0002039469],"category_scores_gemma":[0.0003810353,0.0002757945,0.0002595426,0.000236112,0.0002913369,0.0003540701,0.00006561674,0.0005081526,0.000002807062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596924,"about_ca_system_score_gemma":0.0007308083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009801278,"about_ca_topic_score_gemma":0.006852779,"domain_scores_codex":[0.9964958,0.000246659,0.001548422,0.0004055718,0.0007627259,0.000540795],"domain_scores_gemma":[0.9980752,0.0003921644,0.0005474726,0.0002083533,0.0004813079,0.0002954306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003940076,0.0004463127,0.9424037,0.001289136,0.0007515086,0.00000698463,0.002322627,0.0002427319,0.01045446,0.00006485222,0.02225239,0.01582524],"study_design_scores_gemma":[0.01301097,0.001176536,0.8409129,0.00788914,0.0006374674,0.00001909188,0.0002166967,0.0006977739,0.007978014,0.00002486723,0.1269235,0.0005130587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446146,0.04853605,0.00002515311,0.001492334,0.002167624,0.0005961467,0.0002210429,0.00004883559,0.002298258],"genre_scores_gemma":[0.9863029,0.009666415,0.0004286555,0.0005508352,0.002451836,0.0002017009,0.00002041013,0.00004662062,0.000330601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046711,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1780876768743977,"score_gpt":0.4655021983477765,"score_spread":0.2874145214733789,"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."}}