{"id":"W4414667440","doi":"10.1002/alr.70038","title":"Sinonasal Sarcomas Management: An International Consensus Statement","year":2025,"lang":"en","type":"article","venue":"International Forum of Allergy & Rhinology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; St. Thomas Hospital","funders":"","keywords":"Multidisciplinary approach; Statement (logic); Referral; MEDLINE; Multidisciplinary team; Sarcoma","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":[0.09884331,0.001785752,0.001812281,0.0056985,0.002374373,0.004143522,0.004426375,0.008010584,0.003197447],"category_scores_gemma":[0.07452767,0.0008768698,0.003611041,0.003849254,0.002559361,0.004780809,0.008162659,0.008400977,0.002056702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006227339,"about_ca_system_score_gemma":0.04189794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699153,"about_ca_topic_score_gemma":0.002228293,"domain_scores_codex":[0.9293179,0.03356012,0.02030965,0.002079805,0.01192618,0.002806321],"domain_scores_gemma":[0.9285359,0.02168933,0.006110744,0.001869216,0.0349095,0.006885285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002587287,0.000561082,0.006837699,0.02511498,0.0004030287,0.002670813,0.01699409,0.003442644,0.004326526,0.03055352,0.3449215,0.5639153],"study_design_scores_gemma":[0.0001853916,0.00034123,0.006634573,0.06271381,0.0004142494,0.003313788,0.01128113,0.001811309,0.001409975,0.02377759,0.8879193,0.0001976257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02226162,0.1290877,0.06818277,0.6687075,0.03412983,0.01471219,0.002837314,0.0004859026,0.0595952],"genre_scores_gemma":[0.2347532,0.223915,0.3507513,0.1219802,0.01337809,0.02116386,0.01327232,0.00037131,0.02041479],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09884331,"threshold_uncertainty_score":0.5227396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171553623280754,"score_gpt":0.3402386319990233,"score_spread":0.3230832696709479,"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."}}