{"id":"W4413663620","doi":"10.1002/lary.70044","title":"Prognostic Factors in Sinonasal Cancers: A Multicenter Pooled Analysis","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Oncology; Chemoradiotherapy; Histology; Adenocarcinoma; Esthesioneuroblastoma; Gastroenterology; Radiation therapy; Cancer; Confidence interval","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":[0.0002172448,0.000117142,0.0004408439,0.0002203362,0.00004637915,0.00001084046,0.0001100263,0.00008600737,0.0004095679],"category_scores_gemma":[0.0002111208,0.00006703722,0.0001365943,0.001172347,0.00007767543,0.00003299643,0.00005484922,0.0002473857,0.00003927356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595639,"about_ca_system_score_gemma":0.0002065633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009780546,"about_ca_topic_score_gemma":0.001407477,"domain_scores_codex":[0.9990175,0.000124938,0.000245239,0.0002055732,0.0001243191,0.0002824379],"domain_scores_gemma":[0.999239,0.0003855276,0.0000338404,0.0002303301,0.00003752614,0.00007377485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100336,0.0002258616,0.9951686,0.00003858903,0.0007074127,0.00008341361,0.0004350256,0.00003158649,0.001291022,0.0001582495,0.0004977362,0.001052509],"study_design_scores_gemma":[0.001622243,0.0001294045,0.9842308,0.000106529,0.001346675,0.000001326877,0.0001386187,0.001773065,0.0007271545,0.00003536755,0.009813124,0.00007571479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851497,0.0003803911,0.00005134613,0.004735011,0.0001233236,0.0004236668,0.000004760237,0.00003775994,0.009094023],"genre_scores_gemma":[0.9951199,0.00003694051,0.00004863897,0.002626036,0.00003966832,0.00003395171,0.00001871691,0.000007141641,0.002068955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093778,"threshold_uncertainty_score":0.4484481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572382048561697,"score_gpt":0.319012581483623,"score_spread":0.3032887609980061,"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."}}