{"id":"W2001569515","doi":"10.1097/01.blo.0000068184.83581.86","title":"Effectiveness and Pitfalls of Percutaneous Transpedicle Biopsy of the Spine","year":2003,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; SPINE (molecular biology); Percutaneous; Biopsy; Surgery; Radiology; 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":[0.006774998,0.0004128517,0.0005899703,0.001235578,0.0004698401,0.001122323,0.0006044339,0.001007641,0.0008396279],"category_scores_gemma":[0.04377088,0.0004967651,0.0002807453,0.0005631067,0.0012516,0.001260067,0.0005180395,0.000581095,0.0005410144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306677,"about_ca_system_score_gemma":0.0003058914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006416583,"about_ca_topic_score_gemma":0.001701405,"domain_scores_codex":[0.9927107,0.003615467,0.0007020322,0.0003982395,0.002341837,0.0002317433],"domain_scores_gemma":[0.9643852,0.02834881,0.002484415,0.001472976,0.002453519,0.0008551208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005825956,0.0002366322,0.5198592,0.001030324,0.0002439834,0.01092616,0.001192507,0.001664281,0.03672786,0.0005190892,0.00127939,0.4204946],"study_design_scores_gemma":[0.0003313218,0.006840055,0.7267861,0.0007747099,0.001128498,0.1780001,0.001857019,0.01455682,0.05842656,0.001518894,0.009624953,0.0001549118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606022,0.02900061,0.005231217,0.0008269303,0.0001434252,0.00003666439,0.00006120568,0.0000878915,0.004009838],"genre_scores_gemma":[0.9881642,0.004559143,0.006474657,0.0002129091,0.000272183,0.00001462479,0.0000662696,0.00002211426,0.0002139621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006774998,"threshold_uncertainty_score":0.03583002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03689438551147022,"score_gpt":0.3904028192185769,"score_spread":0.3535084337071067,"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."}}