{"id":"W4210740408","doi":"10.20944/preprints202201.0426.v1","title":"Prognostic Role of p16 Overexpression in Sinonasal Squamous Cell Carcinoma: A Retrospective Analysis of Alberta Patients","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Medicine; Oncology; Internal medicine; Cancer; Population; Retrospective cohort study; Stage (stratigraphy); Head and neck squamous-cell carcinoma; Cancer registry; Survival analysis; Head and neck cancer; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004316476,0.0002592269,0.0002586766,0.001017813,0.000932465,0.0005744743,0.0004285657,0.0002401707,0.001014654],"category_scores_gemma":[0.0007610773,0.0002508135,0.0002423298,0.001731505,0.0005935706,0.0001708589,0.0004392603,0.0002509216,0.0002221828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003049265,"about_ca_system_score_gemma":0.00319254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4667999,"about_ca_topic_score_gemma":0.5655947,"domain_scores_codex":[0.9996732,0.00002835315,0.00002088844,0.00007482087,0.0001200161,0.00008279001],"domain_scores_gemma":[0.9994036,0.00006483246,0.0001514658,0.00005198428,0.0001796197,0.0001484714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006607547,0.000005250714,0.9987668,0.000004011337,0.00001127724,0.0001102356,0.00006797291,0.00003282125,0.0001860866,0.000006357365,0.00005762496,0.0006854574],"study_design_scores_gemma":[0.000004157456,0.00004026136,0.9989904,0.000004147421,0.00002159903,0.0003241099,0.0002147781,0.00008523589,0.00008072481,0.00000859001,0.0002229041,0.000003100628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989997,0.0001994898,0.0000386139,0.00001533486,0.000001804879,0.000007949157,0.0003659334,0.000003282159,0.0003679915],"genre_scores_gemma":[0.9991279,0.0001546526,0.0000492494,0.00001210527,0.000002385179,0.000005430073,0.0004896648,0.000002096622,0.0001564837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5332001,"threshold_uncertainty_score":0.9281656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759143452061585,"score_gpt":0.3222552353811691,"score_spread":0.2846638008605533,"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."}}