{"id":"W2775819946","doi":"10.1097/brs.0000000000002469","title":"Medical Malpractice Claims Following Incidental Durotomy Due to Spinal Surgery","year":2017,"lang":"en","type":"article","venue":"Spine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Medicine; Plaintiff; Surgery; Malpractice; Medical malpractice; Cerebrospinal fluid leak; Retrospective cohort study; Complication; General surgery; Cerebrospinal fluid; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734892,0.000397009,0.0005893487,0.00313467,0.00106961,0.001243588,0.0008580769,0.00113104,0.004172415],"category_scores_gemma":[0.007770527,0.0006443491,0.0007245212,0.002686641,0.0006066111,0.001014243,0.001300594,0.0009278534,0.0006392076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009643689,"about_ca_system_score_gemma":0.00105916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597002,"about_ca_topic_score_gemma":0.00475107,"domain_scores_codex":[0.9975736,0.0003334737,0.0004476691,0.0006102235,0.0005904241,0.0004446979],"domain_scores_gemma":[0.987233,0.001530491,0.00954936,0.0005079613,0.0006401657,0.0005389586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001382912,0.00009244681,0.9981797,0.00004184593,0.0000432289,0.0003512001,0.0001115443,0.00001999457,0.00005526799,0.00003294209,0.000143903,0.0007897722],"study_design_scores_gemma":[0.00003503952,0.0004540772,0.9947973,0.00006714349,0.00008012531,0.002768161,0.0007760973,0.0002457277,0.00007880262,0.00006902406,0.0006131839,0.00001517377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976223,0.0003807101,0.0001142419,0.00003440172,0.000009253014,0.0001402812,0.001239887,0.000003111989,0.0004558189],"genre_scores_gemma":[0.998122,0.0002420231,0.0001359529,0.00006192392,0.00002834416,0.0001115242,0.001082945,0.000002850446,0.0002123338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004597002,"threshold_uncertainty_score":0.0139581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0899485361302014,"score_gpt":0.4938323823482896,"score_spread":0.4038838462180881,"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."}}