{"id":"W2999147538","doi":"10.1007/s12094-020-02289-8","title":"Prognostic value of HPV status among patients with hypopharyngeal carcinoma: a population-based study","year":2020,"lang":"en","type":"article","venue":"Clinical & Translational Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Oncology; Internal medicine; Value (mathematics); Population; Carcinoma; Human papilloma virus; Hypopharyngeal cancer; Gynecology; Cancer; Environmental health; Cervical cancer; Statistics","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":[0.0002085955,0.0001539921,0.0008186349,0.00004869167,0.00006075569,0.000002723119,0.00006422517,0.0001206419,0.0001617542],"category_scores_gemma":[0.0003731105,0.0001177354,0.0001364447,0.0002278856,0.0001596145,0.00005020833,0.00001272259,0.0002937246,0.000007033575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004879787,"about_ca_system_score_gemma":0.0006986436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024209,"about_ca_topic_score_gemma":0.0001605731,"domain_scores_codex":[0.9979402,0.0002179631,0.0008448631,0.0003662625,0.0004008688,0.0002298149],"domain_scores_gemma":[0.9978594,0.001274237,0.0001914804,0.0001214322,0.0002644495,0.0002889619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002822713,0.002720949,0.9862821,0.00006656414,0.0001599477,0.00002616987,0.0004722798,0.0001686435,0.000001668042,0.00004454019,0.00007089991,0.007163507],"study_design_scores_gemma":[0.01358117,0.01483216,0.9694287,0.00001958216,0.0004124029,3.21243e-7,0.00005712442,0.001163074,0.000001702725,0.00002332038,0.0003733904,0.0001070132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949033,0.0001036641,0.0001315121,0.002635733,0.000134669,0.001271849,0.00006019511,0.00003434661,0.000724727],"genre_scores_gemma":[0.9970648,0.00000287693,0.001315626,0.001171662,0.0001812416,0.00005223955,0.0001851511,0.00001984913,0.000006553791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685338,"threshold_uncertainty_score":0.4801112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204756823604662,"score_gpt":0.3793402188794207,"score_spread":0.317292650643374,"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."}}