{"id":"W4378549051","doi":"10.1080/01635581.2023.2212427","title":"Associations between Human Papillomavirus Status, Weight Change, and Survival of Oropharyngeal Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Nutrition and Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Weight loss; Hazard ratio; Internal medicine; Body mass index; Weight change; Oncology; Cancer; Odds ratio; Confidence interval; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006605238,0.00009630746,0.000368915,0.00008817626,0.0001417342,0.000006694132,0.00001820346,0.00006271767,0.00009303763],"category_scores_gemma":[0.00001115989,0.00007813245,0.00003252757,0.0002254458,0.00006439038,0.00007987657,0.00002884072,0.00008331027,0.000001916323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008150591,"about_ca_system_score_gemma":0.00003351429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450232,"about_ca_topic_score_gemma":0.0005838731,"domain_scores_codex":[0.9992071,0.00002492434,0.0001853783,0.0001719817,0.0002051105,0.0002055133],"domain_scores_gemma":[0.9995905,0.00003331102,0.00007254763,0.00005803679,0.0001347445,0.0001109023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003192468,0.00009772072,0.9647579,0.0002322883,0.00009534598,0.000001468654,0.0006442477,1.335101e-8,0.0008468702,0.00007098692,0.006152216,0.02706902],"study_design_scores_gemma":[0.002972489,0.0001761712,0.9644787,0.000252292,0.0001022934,7.651015e-8,0.00009438042,0.000002107553,0.0006446074,0.00006165222,0.03112701,0.00008822443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885789,0.007001854,2.44855e-7,0.001725514,0.0002002644,0.0003301354,0.001556431,0.00004135591,0.0005653676],"genre_scores_gemma":[0.9312422,0.06720971,0.00000717372,0.0002315254,0.0004708363,0.0002156387,0.0003029628,0.00001396962,0.0003060231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06020785,"threshold_uncertainty_score":0.3186149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07942596663246795,"score_gpt":0.3604917319372932,"score_spread":0.2810657653048252,"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."}}