{"id":"W4406073812","doi":"10.1007/s40487-024-00323-1","title":"Aggressive Subtypes of Laryngeal Chondrosarcoma and their Clinical Behavior: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Oncology and Therapy","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Laryngectomy; Chondrosarcoma; Cricoid cartilage; Surgery; Adjuvant therapy; Larynx; General surgery; Internal medicine; Chemotherapy","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":[0.0005072667,0.000339962,0.005451201,0.00009213606,0.00004790858,0.000005203382,0.00008845289,0.0003879626,0.00003729448],"category_scores_gemma":[0.0001446135,0.0001818916,0.0004768348,0.0001231645,0.0002192482,0.00001888833,0.0000494559,0.0003418774,0.000005260516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003114828,"about_ca_system_score_gemma":0.0003893221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007466079,"about_ca_topic_score_gemma":0.000006582155,"domain_scores_codex":[0.9977926,0.0006420736,0.0009808412,0.0003550625,0.00007466954,0.0001547636],"domain_scores_gemma":[0.9973125,0.00121274,0.0009420565,0.0003674883,0.00006191143,0.0001033383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002244857,0.0005779805,0.001008714,0.4408647,0.0007410354,0.0001763094,0.00001673919,3.326619e-11,3.509631e-8,0.00007007044,0.0001483715,0.5563737],"study_design_scores_gemma":[0.001675191,0.001913576,0.0006390006,0.7923439,0.009245067,0.001039654,0.000009311943,7.675147e-8,6.017748e-7,0.00003304065,0.1929397,0.000160822],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004503765,0.9954042,1.946693e-7,0.0001138324,0.0001488134,0.003457488,0.00005868365,0.00001486569,0.0003514924],"genre_scores_gemma":[0.0001006309,0.9980049,0.00002981172,0.0004416716,0.00004099916,0.0008612289,0.00007515267,0.00002007239,0.0004255914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5562128,"threshold_uncertainty_score":0.7417326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825644552588343,"score_gpt":0.4429915277639929,"score_spread":0.3747350822381095,"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."}}