{"id":"W4393088940","doi":"10.1002/wjo2.154","title":"Prognostic role of p16 overexpression in sinonasal squamous cell carcinoma: A retrospective analysis of Alberta patients","year":2024,"lang":"en","type":"article","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","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; Population; Cancer; Retrospective cohort study; Stage (stratigraphy); Head and neck squamous-cell carcinoma; Survival analysis; Cancer registry; 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":[0.0003611143,0.000243049,0.0002365922,0.000843364,0.0009099789,0.0005490392,0.0003454331,0.000202357,0.0009274106],"category_scores_gemma":[0.0006673895,0.0002380737,0.0002323873,0.001469787,0.0005007982,0.0001628617,0.000371186,0.0002069893,0.0001816003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228674,"about_ca_system_score_gemma":0.002610813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4431728,"about_ca_topic_score_gemma":0.5269885,"domain_scores_codex":[0.9997073,0.00002956504,0.00002037088,0.00006601537,0.0001024283,0.00007434189],"domain_scores_gemma":[0.9995236,0.00005460831,0.0001211351,0.0000417591,0.0001423831,0.0001164638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007299968,0.000005450548,0.9984805,0.00000418189,0.00001251179,0.0001619759,0.00006271566,0.00003706627,0.00026241,0.000007463961,0.00005866819,0.0008341016],"study_design_scores_gemma":[0.000004640088,0.00004131865,0.9987884,0.0000043342,0.00002099953,0.000434955,0.0002339618,0.0001224538,0.0001018956,0.000008842652,0.0002349819,0.000003233017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991419,0.0001994142,0.00003565571,0.00001274129,0.000001955422,0.000006062849,0.00025805,0.000002717055,0.000341516],"genre_scores_gemma":[0.9993569,0.0001339427,0.00003784025,0.000008668707,0.000002336923,0.000003741265,0.0003175425,0.000001377585,0.0001376312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5568272,"threshold_uncertainty_score":0.8811864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011884278793365,"score_gpt":0.2584080160096998,"score_spread":0.2482891732217661,"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."}}