{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376116,0.0002045311,0.0003380311,0.0007191395,0.0003443818,0.0004605352,0.0002634538,0.0002403627,0.001392508],"category_scores_gemma":[0.002347156,0.00008245256,0.0006764592,0.001062908,0.0002733795,0.0004122319,0.0005062261,0.0004417527,0.0001054859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602298,"about_ca_system_score_gemma":0.0004537522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764669,"about_ca_topic_score_gemma":0.004641976,"domain_scores_codex":[0.9996008,0.0000745845,0.00004498906,0.00009419726,0.00007079649,0.0001145599],"domain_scores_gemma":[0.9984705,0.0003179345,0.0008053302,0.00007422768,0.0001399427,0.0001920502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591677,0.00001160224,0.9973572,0.00001204096,0.00005949678,0.00004640096,0.00002430813,0.0001014399,0.00008617267,0.00001450762,0.00006384448,0.002063788],"study_design_scores_gemma":[0.000005608029,0.00007612455,0.9989204,0.000007530016,0.00007169171,0.0002186608,0.000112218,0.0002549966,0.00008325995,0.00007045811,0.000175812,0.00000336114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979218,0.0008585013,0.0001026948,0.00006327648,0.000007064035,0.000008972356,0.0005067023,0.000004114819,0.0005269253],"genre_scores_gemma":[0.99935,0.0001283548,0.00002746354,0.0000163044,0.000008742754,0.00000459193,0.0004257052,0.000001140957,0.00003774916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002764669,"threshold_uncertainty_score":0.005497098,"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."}}