{"id":"W2014209752","doi":"10.1097/brs.0b013e3181bf25a3","title":"Spine Adverse Events Severity System","year":2010,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Krembil Foundation; University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Single Center; Prospective cohort study; Surgery; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001397931,0.0001535143,0.0003114175,0.00008353811,0.0000441628,0.000002136188,0.0001083641,0.0001385172,0.0009007077],"category_scores_gemma":[0.0001025812,0.0001224783,0.0001495777,0.0001395071,0.00005211369,0.0000806687,0.00006705289,0.0003395089,0.0008597983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003511552,"about_ca_system_score_gemma":0.00004756165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005348735,"about_ca_topic_score_gemma":0.00004368941,"domain_scores_codex":[0.999038,0.00001687393,0.0002589401,0.0002595503,0.0001635367,0.0002631378],"domain_scores_gemma":[0.9992434,7.911741e-7,0.00006409679,0.0004341209,0.00008732656,0.0001702138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007969488,0.0007398137,0.04894929,0.0008944695,0.000188771,0.0009201537,0.0001503517,0.000001175265,0.912168,0.01168612,0.01339211,0.01083009],"study_design_scores_gemma":[0.00205164,0.0005474918,0.9763054,0.0001496039,0.00008409371,0.0007236769,0.00008061859,0.000454355,0.01033168,0.00003663027,0.009060264,0.0001745541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705289,0.00004574375,0.000449098,0.0009301456,0.001251552,0.0002722612,0.000008152548,0.0001813161,0.02633283],"genre_scores_gemma":[0.9882025,0.000005254744,0.00426521,0.0008016921,0.0004937002,0.00001844646,0.00004822524,0.0000224023,0.006142571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9273561,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280998998815924,"score_gpt":0.2877923571195079,"score_spread":0.2749823671313487,"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."}}