{"id":"W3126343107","doi":"10.1155/2021/6672373","title":"Does HPV Subtype Predict Outcomes in Head and Neck Cancers?","year":2021,"lang":"en","type":"article","venue":"International Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Head and neck; Oncology; Internal medicine; Head and neck cancer; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009288144,0.0001509826,0.0003563194,0.0005450498,0.0002808681,0.0006802719,0.0003608325,0.0003794363,0.001711576],"category_scores_gemma":[0.002948241,0.0001073659,0.000442801,0.001152726,0.0003253366,0.0005163877,0.0002948697,0.0004982332,0.0003923639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939609,"about_ca_system_score_gemma":0.0004304046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827215,"about_ca_topic_score_gemma":0.008479982,"domain_scores_codex":[0.9996024,0.00006398808,0.00005285841,0.0001133413,0.0000936236,0.00007368903],"domain_scores_gemma":[0.9984741,0.0003358612,0.0005953413,0.0001330895,0.0002554528,0.0002061533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000584509,0.000005370751,0.9972616,0.00001919776,0.00002837022,0.00002006402,0.00001834173,0.00003098643,0.00007783333,0.00000957753,0.0001909491,0.00227929],"study_design_scores_gemma":[0.000002095924,0.00003047911,0.9987934,0.0000224053,0.00003967783,0.0001749009,0.0001180472,0.0001423964,0.00006987198,0.00007263223,0.0005312836,0.000002900715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903397,0.004913116,0.0002532884,0.0005726371,0.00006872795,0.00001815042,0.002340287,0.00001071353,0.001483349],"genre_scores_gemma":[0.9976834,0.0009165092,0.00008929019,0.00009012508,0.000048788,0.000007575803,0.001022936,0.000004688217,0.0001366144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827215,"threshold_uncertainty_score":0.009598196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735964924206499,"score_gpt":0.3233220971565311,"score_spread":0.3059624479144661,"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."}}