{"id":"W2116366751","doi":"10.1186/1916-0216-42-31","title":"Primary surgery versus chemoradiotherapy for advanced oropharyngeal cancers: A longitudinal population study","year":2013,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Radiation therapy; Chemoradiotherapy; Internal medicine; Proportional hazards model; Oncology; Hazard ratio; Survival analysis; Population; Stage (stratigraphy); Cohort; Surgery; 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":[0.003154165,0.0002153014,0.000335074,0.0004419064,0.0004277592,0.0005946562,0.000287378,0.0006193427,0.001285772],"category_scores_gemma":[0.003433107,0.0002489855,0.0009737529,0.0007070144,0.0002548419,0.0005324477,0.0003894865,0.000783428,0.0002050526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719964,"about_ca_system_score_gemma":0.0005047353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500119,"about_ca_topic_score_gemma":0.003912457,"domain_scores_codex":[0.9986566,0.0006995152,0.00007771975,0.0002525655,0.0001374278,0.0001761177],"domain_scores_gemma":[0.9981286,0.0005186478,0.0007288865,0.000150097,0.0001602844,0.0003134648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007617957,0.0001541713,0.9976166,0.00001152569,0.0002382527,0.00004515953,0.0001026808,0.00001966736,0.0001068197,0.00001941452,0.00005812739,0.0008658337],"study_design_scores_gemma":[0.00008270142,0.001654004,0.9966872,0.00001880017,0.000258723,0.0002187412,0.0004448873,0.0002195033,0.00004624967,0.00005259204,0.0003098576,0.000006771282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991677,0.0003754107,0.0000721438,0.00005922796,0.000008057487,0.0000110488,0.0001638588,0.000001278585,0.000141217],"genre_scores_gemma":[0.9994898,0.000135524,0.00004377366,0.00004423655,0.00001169484,0.00001423486,0.0001714104,9.234092e-7,0.00008839647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003500119,"threshold_uncertainty_score":0.01668096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236481779240401,"score_gpt":0.3208284144269701,"score_spread":0.278463596634566,"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."}}