{"id":"W4399465786","doi":"10.3171/2024.4.spine2491","title":"Fractionated radiotherapy after gross-total resection of spinal chordoma: a systematic review of survival outcomes using individualized patient data","year":2024,"lang":"en","type":"review","venue":"Journal of Neurosurgery Spine","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Chordoma; Sacrum; Proportional hazards model; Radiation therapy; Surgery; Internal medicine; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005965284,0.0009139411,0.006151175,0.007296541,0.000351248,0.001539662,0.001402064,0.0008109122,0.002218131],"category_scores_gemma":[0.03067581,0.0005338294,0.00783666,0.008609318,0.0007047589,0.001458569,0.0009934022,0.0007086982,0.0001851793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850796,"about_ca_system_score_gemma":0.005488246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371236,"about_ca_topic_score_gemma":0.02011106,"domain_scores_codex":[0.9930986,0.002207038,0.00310602,0.0005757702,0.0008879095,0.0001247648],"domain_scores_gemma":[0.9684864,0.02180703,0.007187305,0.0005661484,0.001725329,0.0002278746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003661823,0.00001758598,0.002926673,0.9419822,0.02021679,0.00007521977,0.0001833596,0.0001263693,0.0001502561,0.0001163181,0.000798861,0.03304035],"study_design_scores_gemma":[0.0005692544,0.0004533158,0.0229254,0.7908216,0.1690922,0.0005640748,0.0003642762,0.0001540316,0.000248508,0.0003354719,0.01440598,0.00006590908],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004039473,0.9937143,0.0002093448,0.0001553016,0.0000499015,0.0002101238,0.001370818,0.000009697235,0.0002410277],"genre_scores_gemma":[0.06462845,0.9321833,0.0009372798,0.0004506797,0.000058474,0.0005878132,0.001054507,0.00001125848,0.00008817438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007296541,"threshold_uncertainty_score":0.03154778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119650342311437,"score_gpt":0.4202267931590407,"score_spread":0.308261758927897,"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."}}