{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008272033,0.0001914986,0.0002683958,0.0008614591,0.0003507143,0.0004978993,0.0003338369,0.0003135815,0.002042215],"category_scores_gemma":[0.003607846,0.0001986003,0.0003914814,0.001221325,0.0001848559,0.0005302014,0.0004123069,0.0004451544,0.0001439104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974984,"about_ca_system_score_gemma":0.0006367411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321659,"about_ca_topic_score_gemma":0.004121817,"domain_scores_codex":[0.9994212,0.0001103527,0.0001016076,0.0001479088,0.00009235363,0.000126512],"domain_scores_gemma":[0.9959777,0.0009610429,0.002399674,0.0001492783,0.0002184862,0.0002938978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002177684,0.00002522774,0.9987125,0.00001513369,0.00002552947,0.00008465516,0.00004226347,0.00002712539,0.00007414202,0.000018056,0.00003432966,0.000723269],"study_design_scores_gemma":[0.00002825885,0.0004675706,0.9969548,0.00002481948,0.00007255718,0.001228983,0.0004008288,0.0002929816,0.0001193046,0.00004284419,0.0003590041,0.000007944092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988895,0.0003301093,0.0001362363,0.00001696762,0.000004421953,0.0000199339,0.0003531463,0.000001772784,0.0002478904],"genre_scores_gemma":[0.9994403,0.0001029619,0.0001183658,0.000009876318,0.000006171395,0.00002373425,0.0002286626,0.000001375662,0.00006853654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00321659,"threshold_uncertainty_score":0.006831825,"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."}}