{"id":"W4406337508","doi":"10.1177/21925682241227917","title":"Latest Developments in Targeted Biological Therapies in the Management of Chordoma and Chondrosarcoma","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Sciences Centre; Vancouver General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Chordoma; Medicine; Chondrosarcoma; Intensive care medicine; General surgery; Surgery","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":[0.000217969,0.0000961097,0.00021025,0.00006802004,0.00003586178,0.00001623586,0.0000823237,0.00003529467,0.00001874263],"category_scores_gemma":[0.00001099045,0.00005300282,0.00003485665,0.0003599927,0.00004327743,0.00002937951,0.00004255094,0.000122938,0.000001752789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008973704,"about_ca_system_score_gemma":0.00002744086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003997992,"about_ca_topic_score_gemma":0.00002956869,"domain_scores_codex":[0.9992792,0.00004261581,0.0002799197,0.0001063898,0.000126872,0.0001650157],"domain_scores_gemma":[0.9998053,0.00000758846,0.00005806171,0.00007458714,0.00002101136,0.00003349111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005980851,0.0005072174,0.9748691,0.00002577463,0.0001296599,0.0004708275,0.00006428455,7.163061e-7,0.00006278279,0.001778973,0.0001943251,0.02183652],"study_design_scores_gemma":[0.003139076,0.0001508489,0.9935627,0.0003510896,0.00002641805,0.0001658739,0.0002156459,0.000003551149,0.00003926479,0.001006641,0.001297856,0.00004102374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899346,0.004550172,0.000008034179,0.002348972,0.00006720781,0.000219124,0.000002982009,0.000004044402,0.002864901],"genre_scores_gemma":[0.9958437,0.001688141,0.002088366,0.0003075265,0.00001046007,0.00001149906,0.000003553921,0.000001862075,0.00004490211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179549,"threshold_uncertainty_score":0.2161392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480302434802926,"score_gpt":0.29838671258029,"score_spread":0.2835836882322607,"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."}}