{"id":"W4391883222","doi":"10.1007/s12105-023-01605-2","title":"Spindle Cell Tumors of the Sinonasal Tract: A Diagnostic Update with Focus on Ancillary Workup","year":2024,"lang":"en","type":"review","venue":"Head and Neck Pathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pathology; Immunohistochemistry; Otorhinolaryngology; Head and neck; Medicine; Head and neck surgery; Molecular pathology; Molecular diagnostics; Biology; Bioinformatics","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":[0.000812059,0.0008420279,0.001255676,0.005308397,0.0003098013,0.001540128,0.00127598,0.00126989,0.002688054],"category_scores_gemma":[0.00224175,0.0004319797,0.0006208529,0.003633011,0.0008375674,0.002469884,0.0009765928,0.001561568,0.00127364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006892347,"about_ca_system_score_gemma":0.001655286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001595623,"about_ca_topic_score_gemma":0.00385774,"domain_scores_codex":[0.999566,0.00007470341,0.0001201693,0.00008577622,0.0001107643,0.00004259993],"domain_scores_gemma":[0.9984634,0.000855829,0.0002545241,0.00004424294,0.0002865905,0.00009550445],"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":[0.00009215915,0.0000410181,0.002880067,0.01982423,0.0002339202,0.009902639,0.0002064305,0.0005578868,0.003255112,0.001735663,0.0488616,0.9124093],"study_design_scores_gemma":[0.00003101527,0.00008266717,0.005384738,0.0172118,0.0007145701,0.08176798,0.000458587,0.0002520424,0.0009842975,0.002011696,0.8910215,0.00007914546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004084338,0.99775,0.0002281553,0.0004704663,0.0003140486,0.000004275388,0.00003670369,0.0000135999,0.0007742755],"genre_scores_gemma":[0.003084821,0.9947048,0.000554898,0.0006562262,0.0006044937,0.000004051138,0.00008861737,0.000004420907,0.0002977613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005308397,"threshold_uncertainty_score":0.008992434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004132527366414,"score_gpt":0.310234933610914,"score_spread":0.2801936083372498,"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."}}