{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00890028,0.001360314,0.003305312,0.0022916,0.0003096508,0.001249598,0.0007340481,0.0008437671,0.001655332],"category_scores_gemma":[0.009184637,0.0006571643,0.01088538,0.003845688,0.0002133808,0.0005776046,0.0009619773,0.0003911894,0.000252525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506799,"about_ca_system_score_gemma":0.0008652457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316266,"about_ca_topic_score_gemma":0.005089491,"domain_scores_codex":[0.9951656,0.002507178,0.000601772,0.001056608,0.0004268224,0.000242002],"domain_scores_gemma":[0.9938571,0.002044491,0.002385443,0.0008437896,0.0006613891,0.000207905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01714944,0.0001084794,0.6934717,0.003651553,0.2667392,0.0001653536,0.00007511757,0.001351466,0.0007870561,0.00008684571,0.002167388,0.01424638],"study_design_scores_gemma":[0.003255328,0.001693973,0.7481188,0.0005693533,0.2402175,0.0002566063,0.0001435478,0.002377641,0.0003220339,0.0002034408,0.002779985,0.00006180257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510809,0.1212312,0.003502325,0.0004055327,0.0003493843,0.0004478465,0.02154821,0.0001444431,0.001290077],"genre_scores_gemma":[0.9831358,0.008086799,0.001073389,0.0001693567,0.0002690098,0.0003320469,0.006621265,0.00002671057,0.0002856122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00890028,"threshold_uncertainty_score":0.04706979,"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."}}