{"id":"W3131820053","doi":"10.1177/2192568221994787","title":"Time to Surgical Treatment for Metastatic Spinal Disease: Identification of Delay Intervals","year":2021,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Malignancy; Referral; Cohort; Retrospective cohort study; Surgery; Spinal disease; Disease; Internal medicine; Lumbar","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004375732,0.0001670684,0.0004348947,0.00007965722,0.00005825013,0.00005126695,0.00009949698,0.00001783853,0.001401873],"category_scores_gemma":[0.0004200746,0.0001350849,0.0003850096,0.0002734335,0.00003585749,0.00008344583,0.00004589703,0.00005132543,0.0001489069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682906,"about_ca_system_score_gemma":0.0003085331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002576865,"about_ca_topic_score_gemma":0.000001094087,"domain_scores_codex":[0.9982091,0.0000893899,0.0007182103,0.0002427305,0.0004829515,0.0002576277],"domain_scores_gemma":[0.9984447,0.00001299266,0.0002437177,0.0002823105,0.0004031694,0.000613098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01950991,0.02019477,0.006802537,0.003798817,0.009452679,0.02159936,0.0003086696,0.001824811,0.01546234,0.00851078,0.1124654,0.7800699],"study_design_scores_gemma":[0.04960621,0.01204562,0.4555457,0.002635536,0.01899387,0.007002648,0.0008174679,0.01379311,0.005110719,0.006025077,0.4270159,0.001408162],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822414,0.004662703,0.08756435,0.02049742,0.0005699503,0.002056831,0.0006933491,0.00005947891,0.001654548],"genre_scores_gemma":[0.9374748,0.0002025523,0.04334206,0.00110574,0.0005982855,0.0001293333,0.0003719357,0.00004615124,0.01672912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7786618,"threshold_uncertainty_score":0.999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211401869042683,"score_gpt":0.3612678168427896,"score_spread":0.3291537981523627,"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."}}