{"id":"W2494624591","doi":"10.1007/s11999-016-5021-y","title":"Can Surgeons Adequately Capture Adverse Events Using the Spinal Adverse Events Severity System (SAVES) and OrthoSAVES?","year":2016,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Medicine; Adverse effect; Spinal manipulation; MEDLINE; Intensive care medicine; Surgery; Internal medicine; Low back pain; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01104413,0.0002419727,0.0004899609,0.0001974297,0.002122364,0.000001352998,0.0003099075,0.0009195347,0.0001122678],"category_scores_gemma":[0.003571011,0.0001317898,0.0002249926,0.0005789903,0.0009817044,0.0001414835,0.0005130696,0.00293604,0.0001148167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987017,"about_ca_system_score_gemma":0.00119811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000347865,"about_ca_topic_score_gemma":0.000257563,"domain_scores_codex":[0.9916666,0.004154073,0.001457229,0.00069182,0.001024833,0.001005499],"domain_scores_gemma":[0.9950967,0.002278853,0.0005389802,0.0006051988,0.0005218365,0.0009583706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006386668,0.0002283363,0.9881834,0.0004207109,0.0002429017,0.0001338734,0.001310797,0.000008319648,0.00002857562,0.003100322,0.0004449776,0.005259074],"study_design_scores_gemma":[0.005313224,0.0003500739,0.9608589,0.004354383,0.0001619617,0.0000702142,0.007568668,0.001396826,0.000001196583,0.001025533,0.01855155,0.0003474547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984066,0.0004210496,0.0002787393,0.01069247,0.002153425,0.001373764,0.0000876724,0.00007521694,0.0008516628],"genre_scores_gemma":[0.9933016,0.002379448,0.00005713438,0.0002802878,0.0002036528,0.00005127864,0.00001995482,0.00003571134,0.003670883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732453,"threshold_uncertainty_score":0.9993643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213807122080397,"score_gpt":0.5011795639366154,"score_spread":0.2873724418562184,"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."}}