{"id":"W2115728839","doi":"10.1148/radiol.10092107","title":"Clinical Utility of Vertebroplasty: Need for Better Evidence","year":2010,"lang":"en","type":"article","venue":"Radiology","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; George (robot); Columbia university; Library science; Gerontology; Art history; Media studies; History; Sociology","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":[0.0004821194,0.00005240177,0.0002469303,0.00002850289,0.00002554565,0.000001798675,0.00006040513,0.0002015882,0.000113638],"category_scores_gemma":[0.001674936,0.00003951311,0.0001070653,0.00003016579,0.0001711648,0.00002336681,0.00001278236,0.0002113433,0.000004733618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003825437,"about_ca_system_score_gemma":0.0000464135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009368988,"about_ca_topic_score_gemma":0.000008223203,"domain_scores_codex":[0.9993803,0.0000267727,0.0002923416,0.0001375634,0.00004666299,0.0001163796],"domain_scores_gemma":[0.9989467,0.0005801908,0.00008931846,0.0002180707,0.0001050607,0.00006068945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257871,0.00007691808,0.7748199,0.00005965832,0.00004914572,0.000003453162,0.00001472995,1.667775e-8,0.0346385,0.00194729,0.03676054,0.150372],"study_design_scores_gemma":[0.0006723672,0.001368131,0.8517592,0.00002689619,0.0000410238,0.00004870666,0.000005863896,0.000488206,0.00867816,0.002271411,0.1345799,0.00006008061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859987,0.0001988399,0.01000614,0.002508979,0.0006159472,0.0002779363,0.00000400641,0.00004578176,0.0003436683],"genre_scores_gemma":[0.9862301,0.0001039029,0.0124263,0.0007868425,0.0003128545,0.00001620895,0.000005752317,0.000005785396,0.0001122125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503119,"threshold_uncertainty_score":0.2005175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05850962403083156,"score_gpt":0.4049977432554755,"score_spread":0.346488119224644,"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."}}