{"id":"W4306652012","doi":"10.3390/curroncol29100620","title":"Complications and Risk Factors in En Bloc Resection of Spinal Tumors: A Retrospective Analysis on 298 Patients Treated in a Single Institution","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Complication; Surgery; Resection; Retrospective cohort study; Adverse effect; Overall survival; Survival rate; Survival analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823959,0.00009078937,0.0003329375,0.001007761,0.00005501691,0.000002920234,0.0000482076,0.00002488301,0.00004575115],"category_scores_gemma":[0.0003436713,0.00008959037,0.00005675557,0.001129205,0.00006655083,0.00003519583,0.00006497875,0.000255824,0.000001000527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005352,"about_ca_system_score_gemma":0.0000482914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004685532,"about_ca_topic_score_gemma":0.0005450078,"domain_scores_codex":[0.9987043,0.0003616195,0.000326675,0.0002663172,0.0002193176,0.0001218356],"domain_scores_gemma":[0.9994555,0.00006232166,0.0002102809,0.0001597464,0.00006057442,0.00005159947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006793157,0.004528123,0.9877707,0.00003709737,0.0001157677,0.000006568131,0.000586105,0.0002856031,0.00003206561,0.0001838666,0.00003332054,0.005741431],"study_design_scores_gemma":[0.00291383,0.003434217,0.9901358,0.00004029308,0.0004670437,6.161073e-7,0.0005064263,0.001889627,0.00002281326,0.0001098202,0.0004187477,0.00006071432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981719,0.00005876725,0.00006928277,0.0001032113,0.00008908904,0.0005953871,0.00007857905,0.00001228021,0.000821498],"genre_scores_gemma":[0.999552,0.00002830271,0.00003776115,0.00001337029,0.000006572399,0.0001107953,0.0002391469,0.000004690686,0.000007394243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005680717,"threshold_uncertainty_score":0.3653389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06500213775008645,"score_gpt":0.3750423330809869,"score_spread":0.3100401953309004,"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."}}