{"id":"W2043427453","doi":"10.1016/j.nec.2004.05.001","title":"Metastatic spine disease","year":2004,"lang":"en","type":"article","venue":"Neurosurgery Clinics of North America","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital; University of Saskatchewan","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002145785,0.000248613,0.0007114551,0.0002367871,0.00004489771,0.00001272082,0.0001588194,0.00001549554,0.0001880566],"category_scores_gemma":[0.001888634,0.000231322,0.0004333617,0.0006076001,0.0002597928,0.0001091348,0.00008716564,0.0001996022,0.000123827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002203163,"about_ca_system_score_gemma":0.0003654048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001208231,"about_ca_topic_score_gemma":0.000001718026,"domain_scores_codex":[0.9975182,0.00007590665,0.0009233506,0.0004477976,0.0006796686,0.0003550297],"domain_scores_gemma":[0.9977,0.0002011005,0.0004644356,0.0008333853,0.0001489123,0.0006521118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002629824,0.008475261,0.7404345,0.002167817,0.0006538778,0.005235517,0.0001121202,0.004237037,0.0001102765,0.0004530004,0.006365743,0.229125],"study_design_scores_gemma":[0.00278078,0.0006190348,0.9508598,0.0001202432,0.001065533,0.00001069284,0.0000257127,0.0003185041,0.00002653303,0.0004535773,0.0434211,0.0002984537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916092,0.0002865155,0.00294193,0.003172866,0.0004388236,0.0006424167,0.0001047468,0.0001241062,0.0006793941],"genre_scores_gemma":[0.9847376,0.0004875478,0.005145344,0.00891567,0.00006285222,0.0000308746,0.0001636054,0.00005419049,0.0004023652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2288266,"threshold_uncertainty_score":0.9433038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209824920011629,"score_gpt":0.3101827388064771,"score_spread":0.2780844896063608,"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."}}