{"id":"W4285594061","doi":"10.1177/01455613221115608","title":"Survival Outcomes Related to Treatment Modalities in Patients With Oropharyngeal Squamous Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Ear Nose & Throat Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Chengdu Science and Technology Bureau; Sichuan University; West China Hospital, Sichuan University; National Natural Science Foundation of China; Department of Science and Technology of Sichuan Province; China Postdoctoral Science Foundation; Health Department of Sichuan Province","keywords":"Medicine; Internal medicine; Hazard ratio; Epidemiology; Oncology; Population; Multivariate analysis; Univariate analysis; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0001764942,0.0002127253,0.0005725424,0.0001778314,0.0003408419,0.000020204,0.00009054389,0.00003044008,0.0006441093],"category_scores_gemma":[0.00001818666,0.0001463924,0.0001047223,0.0002328657,0.0000356276,0.0000716364,0.00008194972,0.0003928832,0.00002663595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000761342,"about_ca_system_score_gemma":0.0002330096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003571859,"about_ca_topic_score_gemma":0.00009914838,"domain_scores_codex":[0.9983302,0.0001344081,0.0003380977,0.0002229839,0.0005785714,0.0003957766],"domain_scores_gemma":[0.9993811,0.00005401894,0.00008622192,0.0001841408,0.00007690191,0.0002176123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009925637,0.0007980025,0.9883155,0.00001293221,0.00006257432,0.000520225,0.007252609,0.0001472339,0.00003143266,0.00001256065,0.0005974217,0.001256956],"study_design_scores_gemma":[0.0103454,0.006825684,0.9778505,0.00001666602,0.00007320695,0.00005528361,0.002149149,0.00000816539,0.00008199398,0.00001747007,0.002408801,0.0001676767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936584,0.0004591031,0.000001250356,0.001483995,0.0005330444,0.0003700662,0.00003206738,0.000023552,0.003438563],"genre_scores_gemma":[0.9961609,0.00002199603,0.00009723283,0.0003344409,0.00007068535,0.00003024335,0.00001214418,0.0000347866,0.003237617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046499,"threshold_uncertainty_score":0.7052545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735730097519719,"score_gpt":0.2657173943338956,"score_spread":0.2483600933586984,"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."}}