{"id":"W2791984756","doi":"10.1097/brs.0000000000002576","title":"Prediction Accuracy of Common Prognostic Scoring Systems for Metastatic Spine Disease","year":2018,"lang":"en","type":"article","venue":"Spine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; SPINE (molecular biology); Disease; Internal medicine; Bioinformatics","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":[0.009712062,0.0008405914,0.0006331327,0.001436998,0.0004245437,0.001007004,0.0007731742,0.000785983,0.001328154],"category_scores_gemma":[0.02161069,0.0002519625,0.001092252,0.001078054,0.0003633061,0.0009056324,0.0007462071,0.0007830058,0.0003140868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934551,"about_ca_system_score_gemma":0.0005086035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008099874,"about_ca_topic_score_gemma":0.0008639679,"domain_scores_codex":[0.9970488,0.001164555,0.0003861876,0.000654475,0.0005338269,0.0002122763],"domain_scores_gemma":[0.9849951,0.005747274,0.005907752,0.001279127,0.001425751,0.000644993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005570333,0.0000482692,0.9967744,0.0000158053,0.0001348542,0.00002393623,0.00002715081,0.0001316604,0.00009507622,0.00001751444,0.0001073808,0.002066891],"study_design_scores_gemma":[0.0001566647,0.0009281175,0.9946003,0.00002967667,0.0002345488,0.0003058464,0.0001060919,0.003145729,0.0001895001,0.00009833511,0.0001853692,0.00001988328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980349,0.0003055439,0.0006162821,0.00005158342,0.00001523179,0.00006733934,0.0006990553,0.00001121574,0.0001988067],"genre_scores_gemma":[0.9984635,0.00005498941,0.0005005933,0.00001442478,0.00001377948,0.00007298389,0.0008322941,0.000003121551,0.00004424844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009712062,"threshold_uncertainty_score":0.05136287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05582837208297737,"score_gpt":0.3337982629673044,"score_spread":0.2779698908843271,"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."}}